Karnin, Zohar

11 publications

ICML 2021 GANMEX: One-vs-One Attributions Using GAN-Based Model Explainability Sheng-Min Shih, Pin-Ju Tien, Zohar Karnin

NeurIPS 2020 An Empirical Process Approach to the Union Bound: Practical Algorithms for Combinatorial and Linear Bandits Julian Katz-Samuels, Lalit Jain, Zohar Karnin, Kevin G. Jamieson

ICLR 2020 Differentiable Architecture Compression Shashank Singh, Ashish Khetan, Zohar Karnin

COLT 2019 Discrepancy, Coresets, and Sketches in Machine Learning Zohar Karnin, Edo Liberty

ICML 2017 Adaptive Feature Selection: Computationally Efficient Online Sparse Linear Regression Under RIP Satyen Kale, Zohar Karnin, Tengyuan Liang, Dávid Pál

JMLR 2016 Volumetric Spanners: An Efficient Exploration Basis for Learning Elad Hazan, Zohar Karnin

ICML 2014 Hard-Margin Active Linear Regression Elad Hazan, Zohar Karnin

ICML 2014 Reducing Dueling Bandits to Cardinal Bandits Nir Ailon, Zohar Karnin, Thorsten Joachims

ICML 2013 Almost Optimal Exploration in Multi-Armed Bandits Zohar Karnin, Tomer Koren, Oren Somekh

NeurIPS 2012 A Polylog Pivot Steps Simplex Algorithm for Classification Elad Hazan, Zohar Karnin

COLT 2012 Unsupervised SVMs: On the Complexity of the Furthest Hyperplane Problem Zohar Karnin, Edo Liberty, Shachar Lovett, Roy Schwartz, Omri Weinstein