Papers
2,383 papers found
Action Centered Contextual Bandits
Kristjan Greenewald, Ambuj Tewari, Susan Murphy et al.
A Linear-Time Kernel Goodness-of-Fit Test
Wittawat Jitkrittum, Wenkai Xu, Zoltan Szabo et al.
Counterfactual Fairness
Matt J Kusner, Joshua Loftus, Chris Russell et al.
Multi-Task Learning for Contextual Bandits
Aniket Anand Deshmukh, Urun Dogan, Clay Scott
Conservative Contextual Linear Bandits
Abbas Kazerouni, Mohammad Ghavamzadeh, Yasin Abbasi Yadkori et al.
Is the Bellman residual a bad proxy?
Matthieu Geist, Bilal Piot, Olivier Pietquin
Contextual Stochastic Block Models
Yash Deshpande, Subhabrata Sen, Andrea Montanari et al.
Contextual Combinatorial Multi-armed Bandits with Volatile Arms and Submodular Reward
Lixing Chen, Jie Xu, Zhuo Lu
Diffusion Maps for Textual Network Embedding
Xinyuan Zhang, Yitong Li, Dinghan Shen et al.
Semidefinite relaxations for certifying robustness to adversarial examples
Aditi Raghunathan, Jacob Steinhardt, Percy Liang
Contextual Pricing for Lipschitz Buyers
Jieming Mao, Renato Leme, Jon Schneider
Temporal Regularization for Markov Decision Process
Pierre Thodoroff, Audrey Durand, Joelle Pineau et al.
LinkNet: Relational Embedding for Scene Graph
Sanghyun Woo, Dahun Kim, Donghyeon Cho et al.
Beauty-in-averageness and its contextual modulations: A Bayesian statistical account
Chaitanya Ryali, Angela J. Yu
Boosted Sparse and Low-Rank Tensor Regression
Lifang He, Kun Chen, Wanwan Xu et al.
Differentially Private Contextual Linear Bandits
Roshan Shariff, Or Sheffet
Recurrent Relational Networks
Rasmus Palm, Ulrich Paquet, Ole Winther
Relational recurrent neural networks
Adam Santoro, Ryan Faulkner, David Raposo et al.
Spherical Text Embedding
Yu Meng, Jiaxin Huang, Guangyuan Wang et al.
Random Tessellation Forests
Shufei Ge, Shijia Wang, Yee Whye Teh et al.
On the Fairness of Disentangled Representations
Francesco Locatello, Gabriele Abbati, Thomas Rainforth et al.
Assessing Social and Intersectional Biases in Contextualized Word Representations
Yi Chern Tan, L. Elisa Celis
A Convex Relaxation Barrier to Tight Robustness Verification of Neural Networks
Hadi Salman, Greg Yang, Huan Zhang et al.
Semi-Parametric Dynamic Contextual Pricing
Virag Shah, Ramesh Johari, Jose Blanchet
Unlocking Fairness: a Trade-off Revisited
Michael Wick, swetasudha panda, Jean-Baptiste Tristan