conftrace_

Sai Surya Duvvuri

5 papers · 2023–2025 · 3 conferences · across top CS/AI conferences

Achievements

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🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15)

Conferences

ICLR (2) NIPS (2) ICML (1)

Top co-authors

Inderjit S Dhillon (5) Cho-jui Hsieh (4) Fnu Devvrit (2) Inderjit S. Dhillon (2) Rohan Anil (2) Jui-Nan Yen (2) Si Si (1) Vineet Gupta (1) Zhao Meng (1) Felix Yu (1)

Keywords

stochastic optimization (1) neural network training (1) neural network optimization (1) low-rank approximation (1) online convex optimization (1) second-order optimization (1) second-order method (1) adaptive method (1) matrix divergence (1) sparsified online newton (1)

Papers

LoRA Done RITE: Robust Invariant Transformation Equilibration for LoRA Optimization ICLR 2025 LASER: Attention with Exponential Transformation ICML 2025 Combining Axes Preconditioners through Kronecker Approximation for Deep Learning ICLR 2024 A Computationally Efficient Sparsified Online Newton Method NIPS 2023 Block Low-Rank Preconditioner with Shared Basis for Stochastic Optimization NIPS 2023