Papers
On the Long-term Impact of Algorithmic Decision Policies: Effort Unfairness and Feature Segregation through Social Learning
Hoda Heidari, Vedant Nanda, Krishna Gummadi
On the loss landscape of a class of deep neural networks with no bad local valleys
Quynh Nguyen, Mahesh Chandra Mukkamala, Matthias Hein
On the Merits of Joint Space and Orientation Representations in Learning the Forward Kinematics in SE(3)
Reinhard M. Grassmann, Jessica Burgner-Kahrs
On the Minimal Supervision for Training Any Binary Classifier from Only Unlabeled Data
Nan Lu, Gang Niu, Aditya Krishna Menon et al.
On the number of variables to use in principal component regression
Ji Xu, Daniel J. Hsu
On the Optimal Efficiency of Cost-Algebraic A*
Robert C. Holte, Sandra Zilles
On the Optimality of Perturbations in Stochastic and Adversarial Multi-armed Bandit Problems
Baekjin Kim, Ambuj Tewari
On the optimality of the Hedge algorithm in the stochastic regime
Jaouad Mourtada, Stéphane Gaïffas
On Theory for BART
Veronika Ročková, Enakshi Saha
On the Over-Smoothing Problem of CNN Based Disparity Estimation
Chuangrong Chen, Xiaozhi Chen, Hui Cheng
On the Performance of Thompson Sampling on Logistic Bandits
Shi Dong, Tengyu Ma, Benjamin Van Roy
On the Persistence of Clustering Solutions and True Number of Clusters in a Dataset
Amber Srivastava, Mayank Baranwal, Srinivasa Salapaka
On the Power and Limitations of Random Features for Understanding Neural Networks
Gilad Yehudai, Ohad Shamir
On The Power of Curriculum Learning in Training Deep Networks
Guy Hacohen, Daphna Weinshall
On the Problem of Assigning PhD Grants
Katarína Cechlárová, Laurent Gourvès, Julien Lesca
On the Proximity of Markets with Integral Equilibria
Siddharth Barman, Sanath Kumar Krishnamurthy
On the Realization of Compositionality in Neural Networks
Joris Baan, Jana Leible, Mitja Nikolaus et al.
On the Relation between Position Information and Sentence Length in Neural Machine Translation
Masato Neishi, Naoki Yoshinaga
On the Relation Between the Sharpest Directions of DNN Loss and the SGD Step Length
Stanisław Jastrzębski, Zachary Kenton, Nicolas Ballas et al.
On the Relationship Between Satisfiability and Markov Decision Processes
Ricardo Salmon, Pascal Poupart
On the Responsibility for Undecisiveness in Preferred and Stable Labellings in Abstract Argumentation (Extended Abstract)
Claudia Schulz, Francesca Toni
On the Robustness of Self-Attentive Models
Yu-Lun Hsieh, Minhao Cheng, Da-Cheng Juan et al.