Anil Damle
5 papers · 2020–2022 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(14)
Venues
Top co-authors
Research topics
Machine Learning
(4)
Mathematics & Optimization
(4)
Mathematics
(4)
Artificial Intelligence
(3)
Optimization & Theory · Machine Learning
(3)
Deep Learning
(2)
Optimization
(2)
Architectures
(1)
Bayesian & Probabilistic
(1)
Core AI
(1)
Core Methods
(1)
Learning Paradigms
(1)
Optimization & Theory · Deep Learning
(1)
Techniques
(1)
Keywords
gaussian process
(2)
variational inference
(1)
numerical optimization
(1)
distributed computing
(1)
kernel matrix
(1)
spectral norm
(1)
robust estimation
(1)
bayesian optimization
(1)
numerical linear algebra
(1)
generalization bound
(1)
matrix-vector multiplication
(1)
fast algorithm
(1)
eigenvalue computation
(1)
iterative method
(1)
krylov subspace
(1)
krylov method
(1)
eigenvector computation
(1)
channel pruning
(1)
rational approximation
(1)
krylov subspace method
(1)
Papers
Communication-efficient distributed eigenspace estimation with arbitrary node failures
NeurIPS 2022
Model Preserving Compression for Neural Networks
NeurIPS 2022
The Fast Kernel Transform
AISTATS 2022
Entrywise convergence of iterative methods for eigenproblems
NeurIPS 2020
Fast Matrix Square Roots with Applications to Gaussian Processes and Bayesian Optimization
NeurIPS 2020