Papers
Neural Multisensory Scene Inference
Jae Hyun Lim, Pedro O O. Pinheiro, Negar Rostamzadeh et al.
Towards Practical Alternating Least-Squares for CCA
Zhiqiang Xu, Ping Li
Using Embeddings to Correct for Unobserved Confounding in Networks
Victor Veitch, Yixin Wang, David Blei
Efficient Regret Minimization Algorithm for Extensive-Form Correlated Equilibrium
Gabriele Farina, Chun Kai Ling, Fei Fang et al.
Estimating Convergence of Markov chains with L-Lag Couplings
Niloy Biswas, Pierre E Jacob, Paul Vanetti
On Lazy Training in Differentiable Programming
Lénaïc Chizat, Edouard Oyallon, Francis Bach
Fast Parallel Algorithms for Statistical Subset Selection Problems
Sharon Qian, Yaron Singer
Provable Certificates for Adversarial Examples: Fitting a Ball in the Union of Polytopes
Matt Jordan, Justin Lewis, Alexandros G Dimakis
Learning Dynamics of Attention: Human Prior for Interpretable Machine Reasoning
Wonjae Kim, Yoonho Lee
Phase Transitions and Cyclic Phenomena in Bandits with Switching Constraints
David Simchi-Levi, Yunzong Xu
Online EXP3 Learning in Adversarial Bandits with Delayed Feedback
Ilai Bistritz, Zhengyuan Zhou, Xi Chen et al.
This Looks Like That: Deep Learning for Interpretable Image Recognition
Chaofan Chen, Oscar Li, Daniel Tao et al.
A unified variance-reduced accelerated gradient method for convex optimization
Guanghui Lan, Zhize Li, Yi Zhou
Staying up to Date with Online Content Changes Using Reinforcement Learning for Scheduling
Andrey Kolobov, Yuval Peres, Cheng Lu et al.
Nonparametric Contextual Bandits in Metric Spaces with Unknown Metric
Nirandika Wanigasekara, Christina Yu
Positive-Unlabeled Compression on the Cloud
Yixing Xu, Yunhe Wang, Hanting Chen et al.
Distinguishing Distributions When Samples Are Strategically Transformed
Hanrui Zhang, Yu Cheng, Vincent Conitzer
Optimal Sparse Decision Trees
Xiyang Hu, Cynthia Rudin, Margo Seltzer
Metamers of neural networks reveal divergence from human perceptual systems
Jenelle Feather, Alex Durango, Ray Gonzalez et al.
Invert to Learn to Invert
Patrick Putzky, Max Welling
Cross-sectional Learning of Extremal Dependence among Financial Assets
Xing Yan, Qi Wu, Wen Zhang
(Nearly) Efficient Algorithms for the Graph Matching Problem on Correlated Random Graphs
Boaz Barak, Chi-Ning Chou, Zhixian Lei et al.
Why Can't I Dance in the Mall? Learning to Mitigate Scene Bias in Action Recognition
Jinwoo Choi, Chen Gao, Joseph C. E. Messou et al.