Canonne, Clément L

16 publications

NeurIPS 2024 Entropy Testing and Its Application to Testing Bayesian Networks Clément L. Canonne, Joy Qiping Yang

ALT 2024 Learning Bounded-Degree Polytrees with Known Skeleton Davin Choo, Joy Qiping Yang, Arnab Bhattacharyya, Clément L Canonne

NeurIPS 2023 Private Distribution Learning with Public Data: The View from Sample Compression Shai Ben-David, Alex Bie, Clément L Canonne, Gautam Kamath, Vikrant Singhal

NeurIPS 2023 Unified Lower Bounds for Interactive High-Dimensional Estimation Under Information Constraints Jayadev Acharya, Clément L Canonne, Ziteng Sun, Himanshu Tyagi

NeurIPS 2022 Independence Testing for Bounded Degree Bayesian Networks Arnab Bhattacharyya, Clément L Canonne, Qiping Yang

NeurIPS 2022 Nearly-Tight Bounds for Testing Histogram Distributions Clément L Canonne, Ilias Diakonikolas, Daniel Kane, Sihan Liu

NeurIPS 2022 Robust Testing in High-Dimensional Sparse Models Anand Jerry George, Clément L Canonne

COLT 2022 The Price of Tolerance in Distribution Testing Clement L Canonne, Ayush Jain, Gautam Kamath, Jerry Li

COLT 2022 The Role of Interactivity in Structured Estimation Jayadev Acharya, Clement L. Canonne, Ziteng Sun, Himanshu Tyagi

COLT 2020 Distributed Signal Detection Under Communication Constraints Jayadev Acharya, Clément L Canonne, Himanshu Tyagi

COLT 2020 Domain Compression and Its Application to Randomness-Optimal Distributed Goodness-of-Fit Jayadev Acharya, Clément L Canonne, Yanjun Han, Ziteng Sun, Himanshu Tyagi

NeurIPS 2020 Private Identity Testing for High-Dimensional Distributions Clément L Canonne, Gautam Kamath, Audra McMillan, Jonathan Ullman, Lydia Zakynthinou

NeurIPS 2020 The Discrete Gaussian for Differential Privacy Clément L Canonne, Gautam Kamath, Thomas Steinke

COLT 2019 Inference Under Information Constraints: Lower Bounds from Chi-Square Contraction Jayadev Acharya, Clément L Canonne, Himanshu Tyagi

NeurIPS 2018 Testing for Families of Distributions via the Fourier Transform Clément L Canonne, Ilias Diakonikolas, Alistair Stewart

COLT 2017 Testing Bayesian Networks Clement L. Canonne, Ilias Diakonikolas, Daniel M. Kane, Alistair Stewart