conftrace_

Pravesh K. Kothari

3 papers · 2018–2022 · 2 conferences · across top CS/AI conferences

Achievements

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🌍 Conference Polyglot (2) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (15)

Conferences

COLT (2) ALT (1)

Top co-authors

Wei Hu (1) Raghu Meka (1) Adam Klivans (1) Brian Hu Zhang (1) Peter Manohar (1) Sanjeev Arora (1)

Keywords

dimensionality reduction (1) non-convex optimization (1) data visualization (1) mean estimation (1) covariance estimation (1) convex relaxation (1) robust estimation (1) gaussian distribution (1) adversarial corruption (1) outlier-robust regression (1) hypercontractive distribution (1)

Papers

Polynomial-Time Sum-of-Squares Can Robustly Estimate Mean and Covariance of Gaussians Optimally ALT 2022 Efficient Algorithms for Outlier-Robust Regression COLT 2018 An Analysis of the t-SNE Algorithm for Data Visualization COLT 2018