Papers
Clustering Billions of Reads for DNA Data Storage
Cyrus Rashtchian, Konstantin Makarychev, Miklos Racz et al.
Toward Goal-Driven Neural Network Models for the Rodent Whisker-Trigeminal System
Chengxu Zhuang, Jonas Kubilius, Mitra JZ Hartmann et al.
Self-supervised Learning of Motion Capture
Hsiao-Yu Tung, Hsiao-Wei Tung, Ersin Yumer et al.
Quantifying how much sensory information in a neural code is relevant for behavior
Giuseppe Pica, Eugenio Piasini, Houman Safaai et al.
Convergence Analysis of Two-layer Neural Networks with ReLU Activation
Yuanzhi Li, Yang Yuan
Matching neural paths: transfer from recognition to correspondence search
Nikolay Savinov, Lubor Ladicky, Marc Pollefeys
Label Efficient Learning of Transferable Representations acrosss Domains and Tasks
Zelun Luo, Yuliang Zou, Judy Hoffman et al.
Geometric Descent Method for Convex Composite Minimization
Shixiang Chen, Shiqian Ma, Wei Liu
Learning Deep Structured Multi-Scale Features using Attention-Gated CRFs for Contour Prediction
Dan Xu, Wanli Ouyang, Xavier Alameda-Pineda et al.
K-Medoids For K-Means Seeding
James Newling, François Fleuret
On Optimal Generalizability in Parametric Learning
Ahmad Beirami, Meisam Razaviyayn, Shahin Shahrampour et al.
On the Complexity of Learning Neural Networks
Le Song, Santosh Vempala, John Wilmes et al.
Collaborative Deep Learning in Fixed Topology Networks
Zhanhong Jiang, Aditya Balu, Chinmay Hegde et al.
Scalable Model Selection for Belief Networks
Zhao Song, Yusuke Muraoka, Ryohei Fujimaki et al.
Deep Learning for Precipitation Nowcasting: A Benchmark and A New Model
Xingjian Shi, Zhihan Gao, Leonard Lausen et al.
Monte-Carlo Tree Search by Best Arm Identification
Emilie Kaufmann, Wouter M. Koolen
Train longer, generalize better: closing the generalization gap in large batch training of neural networks
Elad Hoffer, Itay Hubara, Daniel Soudry
Runtime Neural Pruning
Ji Lin, Yongming Rao, Jiwen Lu et al.
Inhomogeneous Hypergraph Clustering with Applications
Pan Li, Olgica Milenkovic
Counterfactual Fairness
Matt J Kusner, Joshua Loftus, Chris Russell et al.
On the Optimization Landscape of Tensor Decompositions
Rong Ge, Tengyu Ma
Gradients of Generative Models for Improved Discriminative Analysis of Tandem Mass Spectra
John T Halloran, David M Rocke