Gouleakis, Themis

11 publications

AISTATS 2025 Gaussian Mean Testing Under Truncation Clement Louis Canonne, Themis Gouleakis, Yuhao Wang, Qiping Yang

AISTATS 2025 Learning High-Dimensional Gaussians from Censored Data Arnab Bhattacharyya, Constantinos Costis Daskalakis, Themis Gouleakis, Yuhao Wang

ICML 2025 Learning Multivariate Gaussians with Imperfect Advice Arnab Bhattacharyya, Davin Choo, Philips George John, Themis Gouleakis

NeurIPS 2025 Product Distribution Learning with Imperfect Advice Arnab Bhattacharyya, Davin Choo, Philips George John, Themis Gouleakis

AISTATS 2021 Robust Learning Under Strong Noise via SQs Ioannis Anagnostides, Themis Gouleakis, Ali Marashian

NeurIPS 2020 Secretary and Online Matching Problems with Machine Learned Advice Antonios Antoniadis, Themis Gouleakis, Pieter Kleer, Pavel Kolev

COLT 2019 Communication and Memory Efficient Testing of Discrete Distributions Ilias Diakonikolas, Themis Gouleakis, Daniel M. Kane, Sankeerth Rao

COLT 2019 Computationally and Statistically Efficient Truncated Regression Constantinos Daskalakis, Themis Gouleakis, Christos Tzamos, Manolis Zampetakis

NeurIPS 2019 Distribution-Independent PAC Learning of Halfspaces with Massart Noise Ilias Diakonikolas, Themis Gouleakis, Christos Tzamos

COLT 2019 Towards Testing Monotonicity of Distributions over General Posets Maryam Aliakbarpour, Themis Gouleakis, John Peebles, Ronitt Rubinfeld, Anak Yodpinyanee

COLT 2018 Certified Computation from Unreliable Datasets Themis Gouleakis, Christos Tzamos, Manolis Zampetakis