Parameswaran Raman
6 papers · 2014–2024 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (3) π Academic Marathon (10)
π
Cross-Pollinator
(13)
πΊοΈ
Taxonomy Completionist
(12)
Conferences
ICML (3)
AISTATS (2)
NIPS (1)
Top co-authors
Keywords
stochastic optimization
(1)
binary classification
(1)
variational inference
(1)
convex optimization
(1)
robust classification
(1)
distributed learning
(1)
learning to rank
(1)
hessian matrix
(1)
lock-free algorithms
(1)
second-order optimization
(1)
stochastic variational inference
(1)
pairwise interaction
(1)
mixture model
(1)
convergence rate
(1)
parallel algorithm
(1)
topic model
(1)
evaluation metric
(1)
cubic regularized newton method
(1)
krylov subspace
(1)
dimension-independent convergence
(1)
Papers
Krylov Cubic Regularized Newton: A Subspace Second-Order Method with Dimension-Free Convergence Rate
AISTATS 2024
Variance-reduced Zeroth-Order Methods for Fine-Tuning Language Models
ICML 2024
MADA: Meta-Adaptive Optimizers Through Hyper-Gradient Descent
ICML 2024
EMC$^2$: Efficient MCMC Negative Sampling for Contrastive Learning with Global Convergence
ICML 2024
Extreme Stochastic Variational Inference: Distributed Inference for Large Scale Mixture Models
AISTATS 2019
Ranking via Robust Binary Classification
NIPS 2014