Rina Panigrahy
12 papers · 2011–2024 · 5 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (13) π§ Keyword Pioneer π Interdisciplinary Bridge π Conference Polyglot (5) π Cross-Pollinator (14)
π
Renaissance Researcher
(7)
πΊοΈ
Taxonomy Completionist
(32)
π
Conference Polyglot
(5)
π§¬
Topic Evolution
π
Century Club
(12)
ποΈ
Keyword Collector
(70)
β
The Questioner
Conferences
NIPS (5)
ICML (4)
AISTATS (1)
EMNLP (1)
ICLR (1)
Top co-authors
Keywords
representation learning
(3)
transformer model
(2)
mixture of expert
(2)
neural network
(2)
online learning
(1)
network architecture
(1)
transformer architecture
(1)
cluster analysis
(1)
image classification
(1)
efficient inference
(1)
neural network optimization
(1)
theoretical analysis
(1)
computational efficiency
(1)
binary matrix factorization
(1)
gradient descent
(1)
matrix factorization
(1)
regret minimization
(1)
singular value decomposition
(1)
robust estimation
(1)
low-rank approximation
(1)
Papers
Causal language modeling can elicit search and reasoning capabilities on logic puzzles
NIPS 2024
Alternating Updates for Efficient Transformers
NIPS 2023
On the Benefits of Learning to Route in Mixture-of-Experts Models
EMNLP 2023
Sketching based Representations for Robust Image Classification with Provable Guarantees
NIPS 2022
A Theoretical View on Sparsely Activated Networks
NIPS 2022
One Network Fits All? Modular versus Monolithic Task Formulations in Neural Networks
ICLR 2021
Sketch based Memory for Neural Networks
AISTATS 2021
Faster Algorithms for Binary Matrix Factorization
ICML 2019
Recursive Sketches for Modular Deep Learning
ICML 2019
Algorithms for $\ell_p$ Low-Rank Approximation
ICML 2017
Learning Polynomials with Neural Networks
ICML 2014
Prediction strategies without loss
NIPS 2011