Papers
Differentially Private Online Submodular Maximization
Sebastian Perez Salazar, Rachel Cummings
Differentially Private Weighted Sampling
Edith Cohen, Ofir Geri, Tamas Sarlos et al.
Differentiating the Value Function by using Convex Duality
Sheheryar Mehmood, Peter Ochs
Direct Loss Minimization for Sparse Gaussian Processes
Yadi Wei, Rishit Sheth, Roni Khardon
Direct-Search for a Class of Stochastic Min-Max Problems
Sotirios-Konstantinos Anagnostidis, Aurelien Lucchi, Youssef Diouane
Dirichlet Pruning for Convolutional Neural Networks
Kamil Adamczewski, Mijung Park
Distributionally Robust Optimization for Deep Kernel Multiple Instance Learning
Hitesh Sapkota, Yiming Ying, Feng Chen et al.
Distribution Regression for Sequential Data
Maud Lemercier, Cristopher Salvi, Theodoros Damoulas et al.
Does Invariant Risk Minimization Capture Invariance?
Pritish Kamath, Akilesh Tangella, Danica Sutherland et al.
Dominate or Delete: Decentralized Competing Bandits in Serial Dictatorship
Abishek Sankararaman, Soumya Basu, Karthik Abinav Sankararaman
DP-MERF: Differentially Private Mean Embeddings with RandomFeatures for Practical Privacy-preserving Data Generation
Frederik Harder, Kamil Adamczewski, Mijung Park
Dual Principal Component Pursuit for Learning a Union of Hyperplanes: Theory and Algorithms
Tianyu Ding, Zhihui Zhu, Manolis Tsakiris et al.
Dynamic Cutset Networks
Chiradeep Roy, Tahrima Rahman, Hailiang Dong et al.
Efficient Balanced Treatment Assignments for Experimentation
David Arbour, Drew Dimmery, Anup Rao
Efficient Computation and Analysis of Distributional Shapley Values
Yongchan Kwon, Manuel A. Rivas, James Zou
Efficient Designs Of SLOPE Penalty Sequences In Finite Dimension
Yiliang Zhang, Zhiqi Bu
Efficient Interpolation of Density Estimators
Paxton Turner, Jingbo Liu, Philippe Rigollet
Efficient Methods for Structured Nonconvex-Nonconcave Min-Max Optimization
Jelena Diakonikolas, Constantinos Daskalakis, Michael I. Jordan
Efficient Statistics for Sparse Graphical Models from Truncated Samples
Arnab Bhattacharyya, Rathin Desai, Sai Ganesh Nagarajan et al.
Entropy Partial Transport with Tree Metrics: Theory and Practice
Tam Le, Truyen Nguyen
Equitable and Optimal Transport with Multiple Agents
Meyer Scetbon, Laurent Meunier, Jamal Atif et al.
Evading the Curse of Dimensionality in Unconstrained Private GLMs
Shuang Song, Thomas Steinke, Om Thakkar et al.
Evaluating Model Robustness and Stability to Dataset Shift
Adarsh Subbaswamy, Roy Adams, Suchi Saria
Experimental Design for Regret Minimization in Linear Bandits
Andrew Wagenmaker, Julian Katz-Samuels, Kevin Jamieson
Explicit Regularization of Stochastic Gradient Methods through Duality
Anant Raj, Francis Bach