Conference Efficient Algorithms for Learning Revenue-Maximizing Two-Part Tariffs 2020 • IJCAI International Joint Conference on Artificial Intelligence • 332-338 Balcan M-F, Prasad S, Sandholm T
Preprint Generalization in portfolio-based algorithm selection 2020 Balcan M-F, Sandholm T, Vitercik E
Journal Article Geometry-Aware Gradient Algorithms for Neural Architecture Search 2020 Li L, Khodak M, Balcan M-F, Talwalkar A
Preprint Geometry-Aware Gradient Algorithms for Neural Architecture Search 2020 Li L, Khodak M, Balcan M-F, Talwalkar A
Conference Learning piecewise Lipschitz functions in changing environments 2020 • INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND STATISTICS, VOL 108 • 108: Balcan M-F, Dick T, Sharma D
Conference LEARNING TO LINK 2020 • 8th International Conference on Learning Representations, ICLR 2020 Balcan MF, Dick T, Lang M
Conference Learning to Optimize Computational Resources: Frugal Training with Generalization Guarantees 2020 • Proceedings of the ... AAAI Conference on Artificial Intelligence. AAAI Conference on Artificial Intelligence • 34:3227-3234 Balcan M-F, Sandholm T, Vitercik E
Journal Article Lifelong learning in costly feature spaces 2020 • Theoretical Computer Science • 808:14-37 Balcan M-F, Blum A, Nagarajan V
Preprint Refined bounds for algorithm configuration: The knife-edge of dual class approximability 2020 Balcan M-F, Sandholm T, Vitercik E
Conference Refined Bounds for Algorithm Configuration: The Knife-edge of Dual Class Approximability 2020 • INTERNATIONAL CONFERENCE ON MACHINE LEARNING, VOL 119 • 119: Balcan M-F, Sandholm T, Vitercik E
Preprint Scalable and Provably Accurate Algorithms for Differentially Private Distributed Decision Tree Learning 2020 Wang K, Dick T, Balcan M-F
Conference Semi-bandit Optimization and the Dispersed Setting 2020 • CONFERENCE ON UNCERTAINTY IN ARTIFICIAL INTELLIGENCE (UAI 2020) • 124:909-918 Balcan M-F, Dick T, Pegden W
Journal Article Semi-bandit optimization in the dispersed setting 2020 • Proceedings of the 36th Conference on Uncertainty in Artificial Intelligence, UAI 2020 • 929-938 Balcan MF, Dick T, Pegden W
Journal Article Adaptive Gradient-Based Meta-Learning Methods 2019 • Advances in Neural Information Processing Systems • 32: Khodak M, Balcan M-F, Talwalkar A
Journal Article Envy-Free Classification 2019 • Advances in Neural Information Processing Systems • 32: Balcan M-F, Dick T, Noothigattu R, Procaccia AD
Conference Estimating Approximate Incentive Compatibility 2019 • ACM EC '19: PROCEEDINGS OF THE 2019 ACM CONFERENCE ON ECONOMICS AND COMPUTATION • 867-867 Balcan M-F, Sandholm T, Vitercik E
Preprint How much data is sufficient to learn high-performing algorithms? Generalization guarantees for data-driven algorithm design 2019 Balcan M-F, DeBlasio D, Dick T, Kingsford C, Sandholm T, Vitercik E
Preprint Learning piecewise Lipschitz functions in changing environments 2019 Balcan M-F, Dick T, Sharma D
Preprint Learning to Optimize Computational Resources: Frugal Training with Generalization Guarantees 2019 Balcan M-F, Sandholm T, Vitercik E
Journal Article Non-Convex Matrix Completion and Related Problems via Strong Duality 2019 • Journal of machine learning research • 20: Balcan M-F, Liang Y, Song Z, Woodruff DP, Zhang H
