Vaidehi Srinivas

5 papers · 2022–2026 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (15) ❓ The Questioner

Venues

COLT (3) ICML (1) NeurIPS (1)

Top co-authors

Aravindan Vijayaraghavan (4) Liren Shan (2) Chao Gao (2) Quanquan C. Liu (1) Dionysis Arvanitakis (1) Liam O'Carroll (1)

Research topics

Mathematics & Optimization (5) Optimization (5) Machine Learning (2) Optimization & Theory (2) Artificial Intelligence (1) Computer Science (1) Deep Learning (1) Bayesian & Probabilistic (1) Foundations (1) Learning Types · Deep Learning (1) Learning Types · Machine Learning (1)

Keywords

feature learning (1) conformal prediction (1) semidefinite programming (1) tensor decomposition (1) vc dimension (1) dynamic programming (1) gradient descent (1) coresets (1) online algorithm (1) prediction set (1) confidence set (1) dynamic algorithm (1) graph algorithm (1) conditional coverage (1) alternating least square (1) local minima (1) rank constraint (1) local minimum (1) global optimum (1) spurious solution (1)

Papers

Open Problem: How much overparametrization is needed for ALS in tensor decomposition? COLT 2026 Computing High-dimensional Confidence Sets for Arbitrary Distributions COLT 2025 Volume Optimality in Conformal Prediction with Structured Prediction Sets ICML 2025 The Predicted-Updates Dynamic Model: Offline, Incremental, and Decremental to Fully Dynamic Transformations COLT 2024 The Burer-Monteiro SDP method can fail even above the Barvinok-Pataki bound NeurIPS 2022