Sai Surya Duvvuri
5 papers · 2023–2025 · 3 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓
🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
Venues
Top co-authors
Research topics
Keywords
stochastic optimization
(2)
vision transformer
(1)
neural network training
(1)
deep learning
(1)
neural network optimization
(1)
low-rank approximation
(1)
online convex optimization
(1)
transformation invariance
(1)
softmax
(1)
adaptive regularization
(1)
kronecker product
(1)
second-order optimization
(1)
matrix preconditioning
(1)
gradient descent optimization
(1)
parameter-efficient fine-tuning
(1)
low-rank adaptation
(1)
second-order method
(1)
adaptive method
(1)
large language model
(1)
neural network
(1)
Papers
LASER: Attention with Exponential Transformation
ICML 2025
LoRA Done RITE: Robust Invariant Transformation Equilibration for LoRA Optimization
ICLR 2025
Combining Axes Preconditioners through Kronecker Approximation for Deep Learning
ICLR 2024
A Computationally Efficient Sparsified Online Newton Method
NeurIPS 2023
Block Low-Rank Preconditioner with Shared Basis for Stochastic Optimization
NeurIPS 2023