Gottlieb, Lee-Ad

12 publications

AAAI 2025 Improved Fixed-Parameter Bounds for Min-Sum-Radii and Diameters K-Clustering and Their Fair Variants Sandip Banerjee, Yair Bartal, Lee-Ad Gottlieb, Alon Hovav

JMLR 2024 Functions with Average Smoothness: Structure, Algorithms, and Learning Yair Ashlagi, Lee-Ad Gottlieb, Aryeh Kontorovich

MLJ 2024 Nested Barycentric Coordinate System as an Explicit Feature mAP for Polyhedra Approximation and Learning Tasks Lee-Ad Gottlieb, Eran Kaufman, Aryeh Kontorovich, Gabriel Nivasch, Ofir Pele

ICML 2024 Weighted Distance Nearest Neighbor Condensing Lee-Ad Gottlieb, Timor Sharabi, Roi Weiss

AISTATS 2021 Nested Barycentric Coordinate System as an Explicit Feature mAP Lee-Ad Gottlieb, Eran Kaufman, Aryeh Kontorovich, Gabriel Nivasch, Ofir Pele

COLT 2021 Functions with Average Smoothness: Structure, Algorithms, and Learning Yair Ashlagi, Lee-Ad Gottlieb, Aryeh Kontorovich

NeurIPS 2018 Learning Convex Polytopes with Margin Lee-Ad Gottlieb, Eran Kaufman, Aryeh Kontorovich, Gabriel Nivasch

JMLR 2017 Nearly Optimal Classification for Semimetrics Lee-Ad Gottlieb, Aryeh Kontorovich, Pinhas Nisnevitch

AISTATS 2016 Nearly Optimal Classification for Semimetrics Lee-Ad Gottlieb, Aryeh Kontorovich, Pinhas Nisnevitch

NeurIPS 2014 Near-Optimal Sample Compression for Nearest Neighbors Lee-Ad Gottlieb, Aryeh Kontorovich, Pinhas Nisnevitch

ALT 2013 Adaptive Metric Dimensionality Reduction Lee-Ad Gottlieb, Aryeh Kontorovich, Robert Krauthgamer

COLT 2010 Efficient Classification for Metric Data Lee-Ad Gottlieb, Leonid Kontorovich, Robert Krauthgamer