Prasanna Balaprakash
4 papers · 2020–2023 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Cross-Pollinator (13) π Renaissance Researcher (5)
πΊοΈ
Taxonomy Completionist
(13)
Conferences
AAAI (1)
ACML (1)
AISTATS (1)
NIPS (1)
Top co-authors
Keywords
reinforcement learning
(2)
representation learning
(1)
continual learning
(1)
catastrophic forgetting
(1)
information bottleneck
(1)
dynamic programming
(1)
kernel density estimation
(1)
parameter optimization
(1)
quadratic programming
(1)
latent variable model
(1)
variational autoencoder
(1)
quantum approximate optimization algorithm
(1)
sparsity-inducing prior
(1)
out-of-distribution robustness
(1)
learning to optimize
(1)
two-player game
(1)
stochastic policy
(1)
variational quantum circuit
(1)
combinatorial optimization
(1)
optimizer switching
(1)
Papers
Sparsity-Inducing Categorical Prior Improves Robustness of the Information Bottleneck
AISTATS 2023
Formalizing the Generalization-Forgetting Trade-off in Continual Learning
NIPS 2021
Learning to Switch Optimizers for Quadratic Programming
ACML 2021
Learning to Optimize Variational Quantum Circuits to Solve Combinatorial Problems
AAAI 2020