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|Oct 6 || Tameem Adel |Dec 6 || Ali-Akbar Samadani ...

|Nov 6|| Durgesh Saraph |Dec 4 || Project #6 Mohammad Derakhshani || Project #8 Aurelien Quevenne || Project #3 Yao Ya ...

|Mar 1 || Ilia Sucholutsky || 6|| One-Shot Imitation Learning || [https://papers.nips.cc/paper/6709-one-sh |Mar 6 || George (Shiyang) Wen || 7|| AmbientGAN: Generative models from lossy me ...

|Nov 30 ||Project #6 by Ahmed Ibrahim || Project #15 by Jenna Voisin || Project #9 by Ali-Akb ...

|Oct 6 || Joel Smith || || || ...

|Oct 30 || Glen Chalatov || 6 || Pixels to Graphs by Associative Embedding || [http://papers.nips.cc/pape |Nov 6 || Nargess Heydari || 10 ||Wavelet Pooling For Convolutional Neural Netwo ...

|Oct 6 ||Johnny Chow || Jennifer Smith || Zhe Wang ...

...ed Sorting[http://alex.smola.org/papers/2009/QuaSonSmo09.pdf])|| Yun Wang (6) ...

|Nov 6 || Ali Ghodsi || || Lecturer|||| |Nov 6 || Ali Ghodsi || || Lecturer|||| ...

...aphEliminate on your moral graph, using the elimination ordering (7, 8, 9, 6, 3, 5, 4, 2, 1), and show the resulting reconstituted graph (the graph that (c) Report (b), but using the elimination ordering (7, 6, 8, 9, 4, 3, 2, 5, 1). ...

|Nov 15 ||Project #|| Project #6 by Jeff Glaister || Project #3 Grace Tompkins, Tatianna Krikella, Swaleh H ...

...Hybridization of supervised and unsupervised learning for fraud detection [6] Figure 3: Proposed Architecture [6] ...

== 6. Experiments == ...

...ocols, known as El Escorial criteria, involves a battery of tests taking 3-6 months. This is a considerable amount of time since a quicker diagnosis wou ...owl. Discov. 2015, 29, 1033–1069. [[http://doi.org/10.1007/s10618-014-0386-6 CrossRef]] ...

...enes) while in sparse PCA each involves variables corresponding to at most 6 genes. ...CA (dashed) and the method we explained with <math>k=5</math> and <math>k=6</math> (solid lines). ...

<math>\,\hat{y_i} = \sum_{\alpha}{Q_{i\alpha}l_{\alpha}} </math> (6)<br /> substituting (6) into (7) gives <math>\,K\approx QLQ^T</math> where <math>\,L_{\alpha\beta} ...

...nt labels. This is the simplest and the most inaccurate approach among all 6 methods introduced. The XML-CNN model is compared against the 6 existing competitive methods. The results are as shown in the tables below: ...

6. The re-estimation of <math>\sum_{r_p}</math> is then performed using the s 6. Perform state clustering given the parameters of the untied model in step ...

...Tangxinxin Yao, Jingyue Huang, Ming Fan, Mingguang Liu, Xiaohan Wang || 6|| A New Method of Region Embedding for Text Classification || [https://op ...

For resolution augmentation, 6 scales of input are used, which results in unpooled layer 5 maps of varying (d). The classifier (layers 6,7,8) has a fixed input size of 5x5 and produces a C-dimensional output vect ...

...ch image has 6X6 pixels and each pixel has 8 dimensions. Thus we have 32*6*6 pixels at this point. Consider each pixel is an capsule. We have 32*6*6 capsules <math>u_i</math> from second Conv layer. Thus, we have <math>\hat{ ...

...mes 256</math> tensor from Conv1 and produce an output of a <math>6 \times 6 \times 8</math> tensor. * Size of each convolutional unit: <math>6 \times 6</math>. ...

...of the most common pretext tasks used are rotations and jigsaw puzzle [4,5,6]. As shown in Figure 2, in the rotation task, unlabeled images, <math> </ma \begin{align} \tag{6} \label{eqn:6} ...

...ased NLI systems can be broken by changing words by synonyms or hypernyms [6]. ...antic datasets is a useful means to avoid the problems highlighted in [4,5,6] by means of asking humans to (i) provide counterfactual labels, (ii) retai ...

...the SSL dataset domain has a positive effect, with diminishing ends. Fig. 6(b) shows the effects of shifting the domain of the SSL dataset, by changing <div align="center">Figure 6: (a) Effect of number of images on SSL. (b) Effect of domain shift on SS ...

...lemi, et al. proposed a deep sequence model for premise selection in 2016 [6], and they claim to be the first team to involve deep neural networks in AT ...izar_article.png|thumb|center|Figure 4. An article from MML. Adapted from [6].]] ...

...= \underset{j \ne y_i} \Sigma Q_{ij} \le c, \;\;\; ||XQ||_2 \le 1 \;\;\; (6) </math> In <math>\,(6)</math>, <math>\,Q \in \mathbb{R}^{m\times k}</math> is the dual Lagrange v ...

| Conv 6 || 1 x 1 x 512 || 1 || 56 x 56 x 512 ...rform detection, as shown to be beneficial in Ren et al^{[[#References|[6]]]}. ...

|Nov 20 || Maya(Mahdiyeh) Bayati, Saber Malekmohammadi, Vincent Loung || 6|| Convolutional Neural Networks for Sentence Classification || [https://arxi ...

== 6. Conclusions == ...

...ccurring afterward. Throughout the four blocks, pooling windows are 10, 8, 6, and 4 respectively. Dilated convolutional layers are also used in lieu of ...ghbor up-sampling followed by conventional convolution with kernel sizes 4,6,9 and 10 and batch normalization. The resulting feature maps are then conca ...

...sitive instance in the bag. Some authors combine MIL with Neural Networks[6, 7] and model SMI by max-pooling. This approach is inefficient due to only 6 subtypes of glioma WSI have been tested in this paper: Glioblastoma (GBM), ...

...soon as we enter the building (cross the outermost door) set indoors to 1. 6) As soon as we exit, set indoors to 0. 7) Stop recording. 8) Save data as C ...soon as we enter the building (cross the outermost door) set indoors to 1. 6) Finally, enter a building and ascend/descend to any story. 7) Ascend throu ...

...ight \|_{1})+\lambda_{2}\left \|\mathbf{\theta} \right \|_{2}^{2}, \;\;\;(6) </math></center> ...{\alpha}_{i} \right \|_{1}</math>.<br /><br /> The learning procedure in (6) minimizes the sum of the costs for the pairs <math>(\mathbf{x}_{i},y_{i})_ ...

...eline models, the classic NMT with beam search (NMT-BS)^{[[#References|[6]]]} and the one referred as beam search optimization (NMT-BSO), which ...contains 12M, 4.5M and 10M training data for each task.^{[[#References|[6]]]} ...

...ta is used to generate ground truth labels, such as the Jigsaw puzzle task[6], and the rotation estimation[3]. For example, in the rotation task, we hav * In Jigsaw task [6], the unlabelled images are divided into nine patches and then, the patches ...

== 6. Conclusions == ...

...es are described in the papers by Rabiner and Juang [5] as well as Kalman [6]. The difference with these presentations is that the latent dynamics are c ...einforcement learning: A brief survey. IEEE Signal Processing Magazine, 34(6), 26–38. ...

...\leq 1, \; P_1(\textbf{u}) \leq c_1, \; P_2(\textbf{v}) \leq c_2, \;\;\; (6) </math></center> <br /> ...xtbf{v}</math> and the following iterative algorithm can be used to solve (6). <br/> ...

|Oct 31 || ||6 || || || ...

L = L_{CE} + L_{Reg} + \lambda \times L_{MR} \tag{6} \label{eq:op5} <div align="center">'''Figure 6:''' Analyzing Co-Exitation</div> ...

==Project 6: Dimensionality Reduction for Supervised Learning == ...arge-scale noisy anchor-free graph realization. SIAM J. on Sci. Comp., 31, 6, 4351-4372. </ref>. ...

...into three categories: (a) appropriately selecting the neighbors [2] [5] [6] [7] [10]; (b) identifying the outliers [4] [8]; (c) dealing with the insta 6. Optional: extend the analysis to other financial time series, e.g. GDP, un ...

...; margin-left: auto; margin-right: auto;">[[File:Screen Shot 2018-11-10 at 6.03.08 PM.png|400px]]</div> ...layers directly to the deep layers are coming from networks like ResNet [6] ...

...le 1. The baseline models are D-MTAE[5],Deep-All (Vanilla AlexNet)[2], DSN[6]and AlexNet+TF[2]. On average, the proposed method outperforms other method ...ctors – pole length and cart mass. In both experiments, we randomly choose 6 source domains for training and hold out 3 domains for (true) testing. Sinc ...

| No conv, 6 full ...3-5% relative improvement over Hybrid DNN. Also CNN-based feature offers 5-6% relative improvement over DNN-based features. ...

...eta}</math> we will get the factorized matrix <math>X\approx QYQ^T</math> (6)<br /> First, starting from the m-dimensional solution of eq. (6), use conjugate gradient methods to maximize the objective function in eq. ...

...ained InceptionV3 network where all layers except the last one are frozen [6] (Footnote). Adding only one poison instance to the training set causes mis [6] Christian Szegedy, Vincent Vanhoucke, Sergey Ioffe, Jon Shlens, and Zbigni ...

...ation of two entities in the same sentence into 6 potential relations. The 6 relations are USAGE, RESULT, MODEL-FEATURE, PART WHOLE, TOPIC, and COMPARE. ...ioned 9 natural language relationships between the word pairs. Among them, 6 potential relationships are USAGE, RESULT, MODEL-FEATURE, PART WHOLE, TOPIC ...

...ionary (DND) used in Neural Episodic Control (NEC) found in [[#References|[6]]], though the gradients from the memory in the MbPA model are not used dur * ^[6]Pritzel. Alexander, Uria. Benigno, Srinivasan. Sriram, Puigdome ...