Papers
Offline Policy Selection under Uncertainty
Mengjiao Yang, Bo Dai, Ofir Nachum et al.
Off-Policy Risk Assessment for Markov Decision Processes
Audrey Huang, Liu Leqi, Zachary Lipton et al.
On a Connection Between Fast and Sparse Oblivious Subspace Embeddings
Rui Wang, Wangli Xu
On Combining Bags to Better Learn from Label Proportions
Rishi Saket, Aravindan Raghuveer, Balaraman Ravindran
On Convergence of Lookahead in Smooth Games
Junsoo Ha, Gunhee Kim
On Coresets for Fair Regression and Individually Fair Clustering
Rachit Chhaya, Anirban Dasgupta, Jayesh Choudhari et al.
On Distributionally Robust Optimization and Data Rebalancing
Agnieszka Słowik, Leon Bottou
One-bit Submission for Locally Private Quasi-MLE: Its Asymptotic Normality and Limitation
Hajime Ono, Kazuhiro Minami, Hideitsu Hino
On Facility Location Problem in the Local Differential Privacy Model
Vincent Cohen-Addad, Yunus Esencayi, Chenglin Fan et al.
On Global-view Based Defense via Adversarial Attack and Defense Risk Guaranteed Bounds
Trung Le, Anh Tuan Bui, Le Minh Tri Tue et al.
On Learning Mixture Models with Sparse Parameters
Soumyabrata Pal, Arya Mazumdar
On Linear Model with Markov Signal Priors
Lan V. Truong
Online Competitive Influence Maximization
Jinhang Zuo, Xutong Liu, Carlee Joe-Wong et al.
Online Continual Adaptation with Active Self-Training
Shiji Zhou, Han Zhao, Shanghang Zhang et al.
Online Learning for Unknown Partially Observable MDPs
Mehdi Jafarnia Jahromi, Rahul Jain, Ashutosh Nayyar
Online Page Migration with ML Advice
Piotr Indyk, Frederik Mallmann-Trenn, Slobodan Mitrovic et al.
On Margins and Derandomisation in PAC-Bayes
Felix Biggs, Benjamin Guedj
On Multimarginal Partial Optimal Transport: Equivalent Forms and Computational Complexity
Khang Le, Huy Nguyen, Khai Nguyen et al.
On PAC-Bayesian reconstruction guarantees for VAEs
Badr-Eddine Chérief-Abdellatif, Yuyang Shi, Arnaud Doucet et al.
On perfectness in Gaussian graphical models
Arash Amini, Bryon Aragam, Qing Zhou
On Some Fast And Robust Classifiers For High Dimension, Low Sample Size Data
Sarbojit Roy, Jyotishka Ray Choudhury, Subhajit Dutta
On Structured Filtering-Clustering: Global Error Bound and Optimal First-Order Algorithms
Nhat Ho, Tianyi Lin, Michael Jordan
On the Assumptions of Synthetic Control Methods
Claudia Shi, Dhanya Sridhar, Vishal Misra et al.
On the complexity of the optimal transport problem with graph-structured cost
Jiaojiao Fan, Isabel Haasler, Johan Karlsson et al.