Papers
2,716 papers found
Fast Rates for Exp-concave Empirical Risk Minimization
Tomer Koren, Kfir Levy
Learning Causal Graphs with Small Interventions
Karthikeyan Shanmugam, Murat Kocaoglu, Alexandros G Dimakis et al.
On Elicitation Complexity
Rafael Frongillo, Ian Kash
Local Causal Discovery of Direct Causes and Effects
Tian Gao, Qiang Ji
Eliciting Categorical Data for Optimal Aggregation
Chien-Ju Ho, Rafael Frongillo, Yiling Chen
Greedy Feature Construction
Dino Oglic, Thomas Gärtner
Causal meets Submodular: Subset Selection with Directed Information
Yuxun Zhou, Costas J Spanos
Community Detection on Evolving Graphs
Aris Anagnostopoulos, Jakub Łącki, Silvio Lattanzi et al.
Review Networks for Caption Generation
Zhilin Yang, Ye Yuan, Yuexin Wu et al.
Unifying Count-Based Exploration and Intrinsic Motivation
Marc Bellemare, Sriram Srinivasan, Georg Ostrovski et al.
Nearly Isometric Embedding by Relaxation
James McQueen, Marina Meila, Dominique Joncas
Average-case hardness of RIP certification
Tengyao Wang, Quentin Berthet, Yaniv Plan
The Robustness of Estimator Composition
Pingfan Tang, Jeff M Phillips
Adaptive Neural Compilation
Rudy R Bunel, Alban Desmaison, Pawan K Mudigonda et al.
Ancestral Causal Inference
Sara Magliacane, Tom Claassen, Joris M. Mooij
Can Active Memory Replace Attention?
Łukasz Kaiser, Samy Bengio
Permutation-based Causal Inference Algorithms with Interventions
Yuhao Wang, Liam Solus, Karren Yang et al.
Min-Max Propagation
Christopher Srinivasa, Inmar Givoni, Siamak Ravanbakhsh et al.
Learning Causal Structures Using Regression Invariance
AmirEmad Ghassami, Saber Salehkaleybar, Negar Kiyavash et al.
Convolutional Phase Retrieval
Qing Qu, Yuqian Zhang, Yonina Eldar et al.
Context Selection for Embedding Models
Liping Liu, Francisco Ruiz, Susan Athey et al.
Self-supervised Learning of Motion Capture
Hsiao-Yu Tung, Hsiao-Wei Tung, Ersin Yumer et al.
On Fairness and Calibration
Geoff Pleiss, Manish Raghavan, Felix Wu et al.
Neural Expectation Maximization
Klaus Greff, Sjoerd van Steenkiste, Jürgen Schmidhuber
Subset Selection under Noise
Chao Qian, Jing-Cheng Shi, Yang Yu et al.