Slawski, Martin

11 publications

JMLR 2024 Permuted and Unlinked Monotone Regression in R^d: An Approach Based on Mixture Modeling and Optimal Transport Martin Slawski, Bodhisattva Sen

AISTATS 2023 Regularization for Shuffled Data Problems via Exponential Family Priors on the Permutation Group Zhenbang Wang, Emanuel Ben-David, Martin Slawski

JMLR 2020 Two-Stage Approach to Multivariate Linear Regression with Sparsely Mismatched Data Martin Slawski, Emanuel Ben-David, Ping Li

UAI 2019 A Sparse Representation-Based Approach to Linear Regression with Partially Shuffled Labels Martin Slawski, Mostafa Rahmani, Ping Li

AISTATS 2017 Compressed Least Squares Regression Revisited Martin Slawski

NeurIPS 2017 Simple Strategies for Recovering Inner Products from Coarsely Quantized Random Projections Ping Li, Martin Slawski

NeurIPS 2016 Quantized Random Projections and Non-Linear Estimation of Cosine Similarity Ping Li, Michael Mitzenmacher, Martin Slawski

NeurIPS 2015 B-Bit Marginal Regression Martin Slawski, Ping Li

NeurIPS 2015 Regularization-Free Estimation in Trace Regression with Symmetric Positive Semidefinite Matrices Martin Slawski, Ping Li, Matthias Hein

NeurIPS 2013 Matrix Factorization with Binary Components Martin Slawski, Matthias Hein, Pavlo Lutsik

NeurIPS 2011 Sparse Recovery by Thresholded Non-Negative Least Squares Martin Slawski, Matthias Hein