Zampetakis, Manolis

18 publications

ALT 2025 On the Hardness of Learning One Hidden Layer Neural Networks Shuchen Li, Ilias Zadik, Manolis Zampetakis

NeurIPS 2025 Private Statistical Estimation via Truncation Manolis Zampetakis, Felix Zhou

ICML 2025 Safely Learning Optimal Auctions: A Testable Learning Framework for Mechanism Design Vikram Kher, Manolis Zampetakis

COLT 2025 What Makes Treatment Effects Identifiable? Characterizations and Estimators Beyond Unconfoundedness (Extended Abstract) Yang Cai, Alkis Kalavasis, Katerina Mamali, Anay Mehrotra, Manolis Zampetakis

IJCAI 2024 Imperfect-Recall Games: Equilibrium Concepts and Their Complexity Emanuel Tewolde, Brian Hu Zhang, Caspar Oesterheld, Manolis Zampetakis, Tuomas Sandholm, Paul Goldberg, Vincent Conitzer

NeurIPS 2024 Injecting Undetectable Backdoors in Obfuscated Neural Networks and Language Models Alkis Kalavasis, Amin Karbasi, Argyris Oikonomou, Katerina Sotiraki, Grigoris Velegkas, Manolis Zampetakis

COLT 2024 Smaller Confidence Intervals from IPW Estimators via Data-Dependent Coarsening (Extended Abstract) Alkis Kalavasis, Anay Mehrotra, Manolis Zampetakis

NeurIPS 2024 Tree of Attacks: Jailbreaking Black-Box LLMs Automatically Anay Mehrotra, Manolis Zampetakis, Paul Kassianik, Blaine Nelson, Hyrum Anderson, Yaron Singer, Amin Karbasi

ICMLW 2024 Tree of Attacks: Jailbreaking Black-Box LLMs Automatically Anay Mehrotra, Manolis Zampetakis, Paul Kassianik, Blaine Nelson, Hyrum S Anderson, Yaron Singer, Amin Karbasi

COLT 2023 Deterministic Nonsmooth Nonconvex Optimization Michael Jordan, Guy Kornowski, Tianyi Lin, Ohad Shamir, Manolis Zampetakis

JMLR 2023 First-Order Algorithms for Nonlinear Generalized Nash Equilibrium Problems Michael I. Jordan, Tianyi Lin, Manolis Zampetakis

ICMLW 2023 Learning Exponential Families from Truncated Samples Jane H. Lee, Andre Wibisono, Manolis Zampetakis

COLT 2020 Estimation and Inference with Trees and Forests in High Dimensions Vasilis Syrgkanis, Manolis Zampetakis

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

COLT 2019 Optimal Learning of Mallows Block Model Robert Busa-Fekete, Dimitris Fotakis, Balázs Szörényi, Manolis Zampetakis

AISTATS 2018 Bootstrapping EM via Power EM and Convergence in the Naive Bayes Model Costis Daskalakis, Christos Tzamos, Manolis Zampetakis

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

COLT 2017 Ten Steps of EM Suffice for Mixtures of Two Gaussians Constantinos Daskalakis, Christos Tzamos, Manolis Zampetakis