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Showing below up to 380 results in range #51 to #430.

CRITICAL ANALYSIS OF SELF-SUPERVISION‏‎ (145 revisions)
Continuous Adaptation via Meta-Learning in Nonstationary and Competitive Environments‏‎ (145 revisions)
kernelized Sorting‏‎ (143 revisions)
Countering Adversarial Images Using Input Transformations‏‎ (143 revisions)
Patch Based Convolutional Neural Network for Whole Slide Tissue Image Classification‏‎ (143 revisions)
Synthesizing Programs for Images usingReinforced Adversarial Learning‏‎ (141 revisions)
Influenza Forecasting Framework based on Gaussian Processes‏‎ (141 revisions)
Adversarial Attacks on Copyright Detection Systems‏‎ (141 revisions)
STAT946F17/ Dance Dance Convolution‏‎ (141 revisions)
Describtion of Text Mining‏‎ (140 revisions)
Task Understanding from Confusing Multi-task Data‏‎ (138 revisions)
CapsuleNets‏‎ (134 revisions)
Superhuman AI for Multiplayer Poker‏‎ (133 revisions)
Self-Supervised Learning of Pretext-Invariant Representations‏‎ (133 revisions)
Surround Vehicle Motion Prediction‏‎ (132 revisions)
Incremental Boosting Convolutional Neural Network for Facial Action Unit Recognition‏‎ (131 revisions)
stat441F18/TCNLM‏‎ (130 revisions)
Dialog-based Language Learning‏‎ (128 revisions)
Efficient kNN Classification with Different Numbers of Nearest Neighbors‏‎ (128 revisions)
consistency of Trace Norm Minimization‏‎ (126 revisions)
stat441w18‏‎ (126 revisions)
Dynamic Routing Between Capsules STAT946‏‎ (125 revisions)
hamming Distance Metric Learning‏‎ (123 revisions)
probabilistic PCA with GPLVM‏‎ (123 revisions)
Physics-informed neural networks: A deep learning framework for solving forward and inverse problems involving nonlinear partial differential equations‏‎ (122 revisions)
STAT946F17/ Teaching Machines to Describe Images via Natural Language Feedback‏‎ (122 revisions)
Research Papers Classification System‏‎ (121 revisions)
Learning Combinatorial Optimzation‏‎ (121 revisions)
Adacompress: Adaptive compression for online computer vision services‏‎ (120 revisions)
Obfuscated Gradients Give a False Sense of Security Circumventing Defenses to Adversarial Examples‏‎ (116 revisions)
stat946s13‏‎ (116 revisions)
stat441F18‏‎ (115 revisions)
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks‏‎ (115 revisions)
Deep Learning for Cardiologist-level Myocardial Infarction Detection in Electrocardiograms‏‎ (115 revisions)
Fairness Without Demographics in Repeated Loss Minimization‏‎ (114 revisions)
f11Stat841EditorSignUp‏‎ (113 revisions)
Visual Reinforcement Learning with Imagined Goals‏‎ (112 revisions)
self-Taught Learning‏‎ (112 revisions)
a Deeper Look into Importance Sampling‏‎ (111 revisions)
visualizing Similarity Data with a Mixture of Maps‏‎ (110 revisions)
Unsupervised Neural Machine Translation‏‎ (110 revisions)
compressive Sensing‏‎ (109 revisions)
stat946w18/Spectral normalization for generative adversial network‏‎ (108 revisions)
"Why Should I Trust You?": Explaining the Predictions of Any Classifier‏‎ (107 revisions)
probabilistic Matrix Factorization‏‎ (106 revisions)
Deep Residual Learning for Image Recognition‏‎ (105 revisions)
summary‏‎ (104 revisions)
Neural ODEs‏‎ (104 revisions)
regression on Manifold using Kernel Dimension Reduction‏‎ (104 revisions)
stat441w18/Convolutional Neural Networks for Sentence Classification‏‎ (104 revisions)
a Rank Minimization Heuristic with Application to Minimum Order System Approximation‏‎ (104 revisions)
proposal Fall 2010‏‎ (103 revisions)
One pixel attack for fooling deep neural networks‏‎ (103 revisions)
Summary for survey of neural networked-based cancer prediction models from microarray data‏‎ (103 revisions)
what game are we playing‏‎ (103 revisions)
MULTI-VIEW DATA GENERATION WITHOUT VIEW SUPERVISION‏‎ (102 revisions)
conditional neural process‏‎ (101 revisions)
a Dynamic Bayesian Network Click Model for Web Search Ranking‏‎ (101 revisions)
Robot Learning in Homes: Improving Generalization and Reducing Dataset Bias‏‎ (101 revisions)
a New Approach to Collaborative Filtering: Operator Estimation with Spectral Regularization‏‎ (99 revisions)
When can Multi-Site Datasets be Pooled for Regression? Hypothesis Tests, l2-consistency and Neuroscience Applications: Summary‏‎ (99 revisions)
learning Fast Approximations of Sparse Coding‏‎ (99 revisions)
question Answering with Subgraph Embeddings‏‎ (97 revisions)
main Page‏‎ (96 revisions)
When Does Self-Supervision Improve Few-Shot Learning?‏‎ (96 revisions)
DETECTING STATISTICAL INTERACTIONS FROM NEURAL NETWORK WEIGHTS‏‎ (96 revisions)
Searching For Efficient Multi Scale Architectures For Dense Image Prediction‏‎ (95 revisions)
IPBoost‏‎ (93 revisions)
stat946w18/Predicting Floor-Level for 911 Calls with Neural Networks and Smartphone Sensor Data‏‎ (93 revisions)
ShakeDrop Regularization‏‎ (93 revisions)
LightRNN: Memory and Computation-Efficient Recurrent Neural Networks‏‎ (92 revisions)
Pre-Training Tasks For Embedding-Based Large-Scale Retrieval‏‎ (92 revisions)
a neural representation of sketch drawings‏‎ (92 revisions)
F18-STAT841-Proposal‏‎ (92 revisions)
Semantic Relation Classification——via Convolution Neural Network‏‎ (92 revisions)
sign up for your presentation‏‎ (91 revisions)
Evaluating Machine Accuracy on ImageNet‏‎ (90 revisions)
stat441w18/Image Question Answering using CNN with Dynamic Parameter Prediction‏‎ (90 revisions)
Towards Deep Learning Models Resistant to Adversarial Attacks‏‎ (89 revisions)
convex and Semi Nonnegative Matrix Factorization‏‎ (88 revisions)
A Brief Survey of Text Mining: Classification, Clustering and Extraction Techniques‏‎ (88 revisions)
graph Laplacian Regularization for Larg-Scale Semidefinite Programming‏‎ (88 revisions)
supervised Dictionary Learning‏‎ (88 revisions)
Attend and Predict: Understanding Gene Regulation by Selective Attention on Chromatin‏‎ (88 revisions)
Generating Image Descriptions‏‎ (86 revisions)
F21-STAT 940-Proposal‏‎ (86 revisions)
Wasserstein Auto-encoders‏‎ (86 revisions)
STAT946F17/ Improved Variational Inference with Inverse Autoregressive Flow‏‎ (85 revisions)
Neural Speed Reading via Skim-RNN‏‎ (84 revisions)
Unsupervised Learning of Optical Flow via Brightness Constancy and Motion Smoothness‏‎ (84 revisions)
stat441w18/summary 1‏‎ (83 revisions)
XGBoost‏‎ (83 revisions)
Convolutional Sequence to Sequence Learning‏‎ (83 revisions)
f11Stat841proposal‏‎ (82 revisions)
Fix your classifier: the marginal value of training the last weight layer‏‎ (82 revisions)
Being Bayesian about Categorical Probability‏‎ (81 revisions)
Mask RCNN‏‎ (81 revisions)
f11Stat946presentation‏‎ (81 revisions)
Deep Alternative Neural Network: Exploring Contexts As Early As Possible For Action Recognition‏‎ (81 revisions)
a Penalized Matrix Decomposition, with Applications to Sparse Principal Components and Canonical Correlation Analysis‏‎ (81 revisions)
Deep Reinforcement Learning in Continuous Action Spaces a Case Study in the Game of Simulated Curling‏‎ (80 revisions)
learning a Nonlinear Embedding by Preserving Class Neighborhood Structure‏‎ (80 revisions)
maximum-Margin Matrix Factorization‏‎ (79 revisions)
Learning What and Where to Draw‏‎ (78 revisions)
learning Spectral Clustering, With Application To Speech Separation‏‎ (77 revisions)
Meta-Learning For Domain Generalization‏‎ (77 revisions)
from Machine Learning to Machine Reasoning‏‎ (77 revisions)
f10 Stat841 digest‏‎ (76 revisions)
Universal Style Transfer via Feature Transforms‏‎ (76 revisions)
Imagination-Augmented Agents for Deep Reinforcement Learning‏‎ (76 revisions)
stat946F18/Beyond Word Importance Contextual Decomposition to Extract Interactions from LSTMs‏‎ (76 revisions)
independent Component Analysis: algorithms and applications‏‎ (75 revisions)
Summary - A Neural Representation of Sketch Drawings‏‎ (75 revisions)
nonlinear Dimensionality Reduction by Semidefinite Programming and Kernel Matrix Factorization‏‎ (74 revisions)
Hierarchical Representations for Efficient Architecture Search‏‎ (74 revisions)
The Curious Case of Degeneration‏‎ (73 revisions)
STAT946F17/Cognitive Psychology For Deep Neural Networks: A Shape Bias Case Study‏‎ (73 revisions)
PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space‏‎ (73 revisions)
Unsupervised Domain Adaptation with Residual Transfer Networks‏‎ (73 revisions)
relevant Component Analysis‏‎ (73 revisions)
XGBoost: A Scalable Tree Boosting System‏‎ (73 revisions)
stat946F18/Autoregressive Convolutional Neural Networks for Asynchronous Time Series‏‎ (73 revisions)
Point-of-Interest Recommendation: Exploiting Self-Attentive Autoencoders with Neighbor-Aware Influence‏‎ (73 revisions)
STAT946F17/ Learning Important Features Through Propagating Activation Differences‏‎ (73 revisions)
Roberta‏‎ (72 revisions)
stat946f15/Sequence to sequence learning with neural networks‏‎ (72 revisions)
Functional regularisation for continual learning with gaussian processes‏‎ (72 revisions)
Annotating Object Instances with a Polygon RNN‏‎ (71 revisions)
goingDeeperWithConvolutions‏‎ (71 revisions)
schedule946‏‎ (71 revisions)
stat946w18/AmbientGAN: Generative Models from Lossy Measurements‏‎ (71 revisions)
ALBERT: A Lite BERT for Self-supervised Learning of Language Representations‏‎ (69 revisions)
Reinforcement Learning of Theorem Proving‏‎ (69 revisions)
One-Shot Object Detection with Co-Attention and Co-Excitation‏‎ (69 revisions)
human-level control through deep reinforcement learning‏‎ (69 revisions)
policy optimization with demonstrations‏‎ (68 revisions)
Extreme Multi-label Text Classification‏‎ (68 revisions)
stat946w18/Wavelet Pooling For Convolutional Neural Networks‏‎ (67 revisions)
A universal SNP and small-indel variant caller using deep neural networks‏‎ (67 revisions)
Adversarial Fisher Vectors for Unsupervised Representation Learning‏‎ (67 revisions)
BERTScore: Evaluating Text Generation with BERT‏‎ (67 revisions)
Learning to Teach‏‎ (67 revisions)
Wavelet Pooling CNN‏‎ (66 revisions)
proposal for STAT946 projects Fall 2010‏‎ (66 revisions)
visualizing Data using t-SNE‏‎ (66 revisions)
video-based face recognition using Adaptive HMM‏‎ (65 revisions)
statf09841Scribe‏‎ (65 revisions)
compressed Sensing Reconstruction via Belief Propagation‏‎ (64 revisions)
contributions on Quantifying Cancer Progression with Conjunctive Bayesian Networks‏‎ (64 revisions)
Deep Exploration via Bootstrapped DQN‏‎ (64 revisions)
FeUdal Networks for Hierarchical Reinforcement Learning‏‎ (63 revisions)
One-Shot Imitation Learning‏‎ (62 revisions)
neighbourhood Components Analysis‏‎ (62 revisions)
the Wake-Sleep Algorithm for Unsupervised Neural Networks‏‎ (62 revisions)
signupformStat341F11‏‎ (61 revisions)
STAT946F17/Conditional Image Generation with PixelCNN Decoders‏‎ (61 revisions)
stat946w18/Synthetic and natural noise both break neural machine translation‏‎ (61 revisions)
deep neural networks for acoustic modeling in speech recognition‏‎ (61 revisions)
DREAM TO CONTROL: LEARNING BEHAVIORS BY LATENT IMAGINATION‏‎ (60 revisions)
Dense Passage Retrieval for Open-Domain Question Answering‏‎ (60 revisions)
f11Stat841presentation‏‎ (59 revisions)
DeepVO Towards end to end visual odometry with deep RNN‏‎ (59 revisions)
f14Stat842EditorSignUp‏‎ (59 revisions)
CatBoost: unbiased boosting with categorical features‏‎ (59 revisions)
Spherical CNNs‏‎ (59 revisions)
stat946w18/MaskRNN: Instance Level Video Object Segmentation‏‎ (58 revisions)
residual Component Analysis: Generalizing PCA for more flexible inference in linear-Gaussian models‏‎ (58 revisions)
stat441w18/A New Method of Region Embedding for Text Classification‏‎ (57 revisions)
Mapping Images to Scene Graphs with Permutation-Invariant Structured Prediction‏‎ (56 revisions)
kernelized Locality-Sensitive Hashing‏‎ (56 revisions)
sparse PCA‏‎ (56 revisions)
stat946F18/differentiableplasticity‏‎ (55 revisions)
learning Hierarchical Features for Scene Labeling‏‎ (55 revisions)
a fair comparison of graph neural networks for graph classification‏‎ (55 revisions)
End to end Active Object Tracking via Reinforcement Learning‏‎ (55 revisions)
On The Convergence Of ADAM And Beyond‏‎ (54 revisions)
Understanding Image Motion with Group Representations‏‎ (54 revisions)
GradientLess Descent‏‎ (54 revisions)
MarrNet: 3D Shape Reconstruction via 2.5D Sketches‏‎ (53 revisions)
Don't Just Blame Over-parametrization‏‎ (53 revisions)
adaptive dimension reduction for clustering high dimensional data‏‎ (53 revisions)
nonparametric Latent Feature Models for Link Prediction‏‎ (52 revisions)
parsing natural scenes and natural language with recursive neural networks‏‎ (52 revisions)
Multi-scale Dense Networks for Resource Efficient Image Classification‏‎ (52 revisions)
paper 13‏‎ (52 revisions)
statf10841Scribe‏‎ (51 revisions)
Dynamic Routing Between Capsules‏‎ (51 revisions)
Task Understanding from Confushing Multitask Data‏‎ (50 revisions)
A Bayesian Perspective on Generalization and Stochastic Gradient Descent‏‎ (50 revisions)
the Indian Buffet Process: An Introduction and Review‏‎ (50 revisions)
stat441w18/mastering-chess-and-shogi-self-play‏‎ (49 revisions)
orthogonal gradient descent for continual learning‏‎ (49 revisions)
Memory-Based Parameter Adaptation‏‎ (49 revisions)
inductive Kernel Low-rank Decomposition with Priors: A Generalized Nystrom Method‏‎ (49 revisions)
markov Random Fields for Super-Resolution‏‎ (49 revisions)
Breaking Certified Defenses: Semantic Adversarial Examples With Spoofed Robustness Certificates‏‎ (48 revisions)
THE LOGICAL EXPRESSIVENESS OF GRAPH NEURAL NETWORKS‏‎ (48 revisions)
End-to-End Differentiable Adversarial Imitation Learning‏‎ (47 revisions)
overfeat: integrated recognition, localization and detection using convolutional networks‏‎ (47 revisions)
Time-series Generative Adversarial Networks‏‎ (47 revisions)
STAT946F20/BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding‏‎ (47 revisions)
A Neural Representation of Sketch Drawings‏‎ (47 revisions)
Label-Free Supervision of Neural Networks with Physics and Domain Knowledge‏‎ (46 revisions)
stat946w18/Self Normalizing Neural Networks‏‎ (46 revisions)
Augmix: New Data Augmentation method to increase the robustness of the algorithm‏‎ (46 revisions)
Streaming Bayesian Inference for Crowdsourced Classification‏‎ (46 revisions)
Do Deep Neural Networks Suffer from Crowding‏‎ (45 revisions)
hierarchical Dirichlet Processes‏‎ (45 revisions)
on the difficulty of training recurrent neural networks‏‎ (45 revisions)
continuous space language models‏‎ (45 revisions)
Model Agnostic Learning of Semantic Features‏‎ (44 revisions)
schedule‏‎ (44 revisions)
SuperGLUE‏‎ (44 revisions)
parametric Local Metric Learning for Nearest Neighbor Classiﬁcation‏‎ (43 revisions)
Pixels to Graphs by Associative Embedding‏‎ (43 revisions)
Robust Imitation of Diverse Behaviors‏‎ (43 revisions)
proposal for STAT946 projects‏‎ (43 revisions)
Co-Teaching‏‎ (42 revisions)
matrix Completion with Noise‏‎ (42 revisions)
Robust Imitation Learning from Noisy Demonstrations‏‎ (42 revisions)
U-Time:A Fully Convolutional Network for Time Series Segmentation Applied to Sleep Staging Summary‏‎ (41 revisions)
an HDP-HMM for Systems with State Persistence‏‎ (41 revisions)
semi-supervised Learning with Deep Generative Models‏‎ (41 revisions)
graves et al., Speech recognition with deep recurrent neural networks‏‎ (41 revisions)
STAT946F17/ Learning a Probabilistic Latent Space of Object Shapes via 3D GAN‏‎ (41 revisions)
show, Attend and Tell: Neural Image Caption Generation with Visual Attention‏‎ (41 revisions)
This Looks Like That: Deep Learning for Interpretable Image Recognition‏‎ (40 revisions)
Neural Audio Synthesis of Musical Notes with WaveNet autoencoders‏‎ (40 revisions)
stat441w18/e-gan‏‎ (39 revisions)
stat946w18/Implicit Causal Models for Genome-wide Association Studies‏‎ (39 revisions)
Training And Inference with Integers in Deep Neural Networks‏‎ (38 revisions)
kernel Dimension Reduction in Regression‏‎ (38 revisions)
Poison Frogs Neural Networks‏‎ (38 revisions)
F18-STAT946-Proposal‏‎ (37 revisions)
neural Turing Machines‏‎ (37 revisions)
graphical models for structured classification, with an application to interpreting images of protein subcellular location patterns‏‎ (37 revisions)
strategies for Training Large Scale Neural Network Language Models‏‎ (37 revisions)
Automatic Bank Fraud Detection Using Support Vector Machines‏‎ (36 revisions)
statf09841Proposal‏‎ (36 revisions)
scene Parsing with Multiscale Feature Learning, Purity Trees, and Optimal Covers Machines‏‎ (36 revisions)
dropout‏‎ (35 revisions)
positive Semidefinite Metric Learning Using Boosting-like Algorithms‏‎ (35 revisions)
Representations of Words and Phrases and their Compositionality‏‎ (35 revisions)
schedule of Project Presentations‏‎ (35 revisions)
large-Scale Supervised Sparse Principal Component Analysis‏‎ (35 revisions)
deep Sparse Rectifier Neural Networks‏‎ (35 revisions)
Predicting Hurricane Trajectories Using a Recurrent Neural Network‏‎ (35 revisions)
memory Networks‏‎ (34 revisions)
maximum likelihood estimation of intrinsic dimension‏‎ (33 revisions)
natural language processing (almost) from scratch.‏‎ (33 revisions)
f11Stat946ass‏‎ (33 revisions)
stat946w18/Rethinking the Smaller-Norm-Less-Informative Assumption in Channel Pruning of Convolutional Layers‏‎ (33 revisions)
contributions on Context Adaptive Training with Factorized Decision Trees for HMM-Based Speech Synthesis‏‎ (32 revisions)
compressive Sensing (Candes)‏‎ (32 revisions)
learning Phrase Representations‏‎ (32 revisions)
joint training of a convolutional network and a graphical model for human pose estimation‏‎ (32 revisions)
distributed Representations of Words and Phrases and their Compositionality‏‎ (32 revisions)
stat841F18/‏‎ (31 revisions)
STAT946F17/ Automated Curriculum Learning for Neural Networks‏‎ (31 revisions)
f11stat946EditorSignUp‏‎ (31 revisions)
Deep Double Descent Where Bigger Models and More Data Hurt‏‎ (31 revisions)
deep Generative Stochastic Networks Trainable by Backprop‏‎ (30 revisions)
DCN plus: Mixed Objective And Deep Residual Coattention for Question Answering‏‎ (30 revisions)
metric and Kernel Learning Using a Linear Transformation‏‎ (30 revisions)
Going Deeper with Convolutions‏‎ (30 revisions)
genetics‏‎ (29 revisions)
deep Convolutional Neural Networks For LVCSR‏‎ (29 revisions)
A Knowledge-Grounded Neural Conversation Model‏‎ (28 revisions)
Depthwise Convolution Is All You Need for Learning Multiple Visual Domains‏‎ (28 revisions)
learning Long-Range Vision for Autonomous Off-Road Driving‏‎ (27 revisions)
neural Machine Translation: Jointly Learning to Align and Translate‏‎ (27 revisions)
The Detection of Black Ice Accidents Using CNNs‏‎ (26 revisions)
Dynamic Routing Between Capsulesl‏‎ (26 revisions)
proposal for STAT946 (Deep Learning) final projects Fall 2015‏‎ (26 revisions)
Learning The Difference That Makes A Difference With Counterfactually-Augmented Data‏‎ (25 revisions)
paper Summaries‏‎ (25 revisions)
dimensionality Reduction for Supervised Learning with Reproducing Kernel Hilbert Spaces‏‎ (25 revisions)
imageNet Classification with Deep Convolutional Neural Networks‏‎ (25 revisions)
context Adaptive Training with Factorized Decision Trees for HMM-Based Speech Synthesis‏‎ (24 revisions)
Unsupervised Machine Translation Using Monolingual Corpora Only‏‎ (24 revisions)
contributions on Video-Based Face Recognition Using Adaptive Hidden Markov Models‏‎ (24 revisions)
very Deep Convoloutional Networks for Large-Scale Image Recognition‏‎ (24 revisions)
extracting and Composing Robust Features with Denoising Autoencoders‏‎ (23 revisions)
Wide and Deep Learning for Recommender Systems‏‎ (23 revisions)
measuring statistical dependence with Hilbert-Schmidt norms‏‎ (23 revisions)
stat946w18/Towards Image Understanding From Deep Compression Without Decoding‏‎ (22 revisions)
deep Learning of the tissue-regulated splicing code‏‎ (22 revisions)
a fast learning algorithm for deep belief nets‏‎ (22 revisions)
decentralised Data Fusion: A Graphical Model Approach (Summary)‏‎ (22 revisions)
s13Stat946proposal‏‎ (22 revisions)
cardinality Restricted Boltzmann Machines‏‎ (22 revisions)
generating text with recurrent neural networks‏‎ (21 revisions)
stat441w18/Saliency-based Sequential Image Attention with Multiset Prediction‏‎ (21 revisions)
Convolutional neural network for diagnosis of viral pneumonia and COVID-19 alike diseases‏‎ (21 revisions)
rOBPCA: A New Approach to Robust Principal Component Analysis‏‎ (21 revisions)
Summary of A Probabilistic Approach to Neural Network Pruning‏‎ (21 revisions)
learning Convolutional Feature Hierarchies for Visual Recognition‏‎ (21 revisions)
incremental Learning, Clustering and Hierarchy Formation of Whole Body Motion Patterns using Adaptive Hidden Markov Chains(Summary)‏‎ (20 revisions)
kernel Spectral Clustering for Community Detection in Complex Networks‏‎ (20 revisions)
Robust Probabilistic Modeling with Bayesian Data Reweighting‏‎ (18 revisions)
f11Stat946papers‏‎ (18 revisions)
A Game Theoretic Approach to Class-wise Selective Rationalization‏‎ (17 revisions)
Traffic Sign Recognition System (TSRS): SVM and Convolutional Neural Network‏‎ (17 revisions)
stat441F18/YOLO‏‎ (16 revisions)
mULTIPLE OBJECT RECOGNITION WITH VISUAL ATTENTION‏‎ (15 revisions)
Convolutional Neural Networks for Sentence Classiﬁcation‏‎ (14 revisions)
a Dynamic Bayesian Network Click Model for web search ranking‏‎ (13 revisions)
on using very large target vocabulary for neural machine translation‏‎ (13 revisions)
deep Neural Nets as a Method for Quantitative Structure–Activity Relationships‏‎ (12 revisions)
the loss surfaces of multilayer networks (Choromanska et al.)‏‎ (12 revisions)
Deep Residual Learning for Image Recognition Summary‏‎ (11 revisions)
monte Carlo Integration‏‎ (10 revisions)
markov Chain Definitions‏‎ (9 revisions)
quantifying cancer progression with conjunctive Bayesian networks.‏‎ (8 revisions)
measuring and testing dependence by correlation of distances‏‎ (8 revisions)
importance Sampling and Markov Chain Monte Carlo (MCMC)‏‎ (7 revisions)
on the Number of Linear Regions of Deep Neural Networks‏‎ (7 revisions)
stat946f15‏‎ (7 revisions)
bayesian and Frequentist Schools of Thought‏‎ (7 revisions)
Batch Normalization‏‎ (7 revisions)
importance Sampling and Monte Carlo Simulation‏‎ (7 revisions)
the Manifold Tangent Classifier‏‎ (6 revisions)
Batch Normalization Summary‏‎ (6 revisions)
tRIAL for that odd behaviour‏‎ (5 revisions)
stat946-Fall 2010‏‎ (5 revisions)
singular Value Decomposition(SVD)‏‎ (5 revisions)
again on Markov Chain‏‎ (5 revisions)
proof of Theorem 1‏‎ (5 revisions)
Hash Embeddings for Efficient Word Representations‏‎ (5 revisions)
wikicoursenote:Manual of Style‏‎ (4 revisions)
learning2reasoning‏‎ (4 revisions)
importance Sampling June 2 2009‏‎ (4 revisions)
is Multinomial PCA Multi-faceted Clustering or Dimensionality Reduction‏‎ (4 revisions)
stat946f11pool‏‎ (4 revisions)
Another look at distance-weighted discrimination‏‎ (4 revisions)
test1‏‎ (4 revisions)
mark Your Contribution here‏‎ (3 revisions)
binomial Probability Monte Carlo Sampling June 2 2009‏‎ (3 revisions)
generating Random Numbers‏‎ (3 revisions)
Do Vision Transformers See Like CNN‏‎ (3 revisions)
stat946f17‏‎ (3 revisions)
acceptance-Rejection Sampling‏‎ (3 revisions)
techniques for Normal and Gamma Sampling‏‎ (3 revisions)
Proposal for STAT946 (Deep Learning) final projects Fall 2017‏‎ (3 revisions)
sandbox to test w2l‏‎ (3 revisions)
deepGenerativeModels‏‎ (3 revisions)
quantifying cancer progression with conjunctive Bayesian networks‏‎ (3 revisions)
wikicoursenote:cleanup‏‎ (3 revisions)
Bsodjahi‏‎ (2 revisions)
Deep Transfer Learning with Joint Adaptation Networks‏‎ (2 revisions)
Curiosity-driven Exploration by Self-supervised Prediction‏‎ (2 revisions)
mark your contribution here‏‎ (2 revisions)
copyofstat341‏‎ (2 revisions)
stat946f15/Deep neural networks for acoustic modeling in speech recognition‏‎ (2 revisions)
proof of Lemma 1‏‎ (2 revisions)
link to my paper‏‎ (2 revisions)
proof‏‎ (2 revisions)
video-Based Face Recognition Using Adaptive Hidden Markov Models‏‎ (2 revisions)
13Stat946papers‏‎ (2 revisions)
maximum Variance Unfolding (June 2 2009)‏‎ (2 revisions)
monte Carlo methods‏‎ (2 revisions)
infoboxtest‏‎ (2 revisions)
Imagination Augmented Agents for Deep Reinforcement Learning‏‎ (2 revisions)
ALBERT‏‎ (2 revisions)
deflation Method for Penalized Matrix Decomposition Sparse PCA‏‎ (2 revisions)
Research on Multiple Classification Based on Improved SVM Algorithm for Balanced Binary Decision Tree‏‎ (1 revision)
Don't Just Blame Over-parametrization Summary‏‎ (1 revision)
Deep Learning for Extreme Multi-label Text Classification‏‎ (1 revision)
Pre-Training-Tasks-For-Embedding-Based-Large-Scale-Retrieval‏‎ (1 revision)
Influenza Forecasting Framework based on Gaussian processes Summary‏‎ (1 revision)
stat946w18/Hierarchical Representations for Efficient Architecture Search‏‎ (1 revision)
stat946F20/GradientLess Descent‏‎ (1 revision)
stat946w18/Spectral‏‎ (1 revision)
Improving neural networks by preventing co-adaption of feature detectors 2020 Fall‏‎ (1 revision)
Breaking the Softmax Bottleneck: A High-Rank RNN Language Model‏‎ (1 revision)
ModelFramework.jpg‏‎ (1 revision)
test‏‎ (1 revision)
time-series-using-GAN‏‎ (1 revision)
Meta-Learning-For-Domain Generalization‏‎ (1 revision)
stat946w18/‏‎ (1 revision)

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