Anish Prasad Sevekari
5 papers · 2018–2023 · 2 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Gold πΊοΈ Taxonomy Completionist (19) π£ Hot Topic Early Bird
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Research topics
Machine Learning
(4)
Optimization & Theory
(3)
Deep Learning
(2)
Mathematics & Optimization
(2)
Core Methods
(2)
Optimization
(2)
Computer Science
(1)
Data Science & Analytics
(1)
Application Areas
(1)
Bayesian & Probabilistic
(1)
Foundations
(1)
Learning Types Β· Deep Learning
(1)
Learning Types Β· Machine Learning
(1)
Mathematics
(1)
Methods
(1)
Keywords
statistical efficiency
(2)
dimensionality reduction
(1)
robust optimization
(1)
variational inference
(1)
ensemble learning
(1)
density estimation
(1)
knowledge distillation
(1)
universal approximation
(1)
efficient inference
(1)
computational efficiency
(1)
outlier detection
(1)
maximum likelihood
(1)
partition function
(1)
exponential family
(1)
matrix approximation
(1)
score matching
(1)
subspace approximation
(1)
streaming algorithm
(1)
normalizing flow
(1)
student model
(1)
Papers
Pitfalls of Gaussians as a noise distribution in NCE
ICLR 2023
Progressive Ensemble Distillation: Building Ensembles for Efficient Inference
NeurIPS 2023
Provable benefits of score matching
NeurIPS 2023
Universal Approximation Using Well-Conditioned Normalizing Flows
NeurIPS 2021
Robust Subspace Approximation in a Stream
NeurIPS 2018