Parameswaran Raman
6 papers · 2014–2024 · 3 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (16) π£ Hot Topic Early Bird
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Machine Learning
(5)
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(2)
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(1)
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(1)
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(1)
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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
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pairwise interaction
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pairwise comparison
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mixture model
(1)
convergence rate
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Papers
EMC$^2$: Efficient MCMC Negative Sampling for Contrastive Learning with Global Convergence
ICML 2024
Krylov Cubic Regularized Newton: A Subspace Second-Order Method with Dimension-Free Convergence Rate
AISTATS 2024
MADA: Meta-Adaptive Optimizers Through Hyper-Gradient Descent
ICML 2024
Variance-reduced Zeroth-Order Methods for Fine-Tuning Language Models
ICML 2024
Extreme Stochastic Variational Inference: Distributed Inference for Large Scale Mixture Models
AISTATS 2019
Ranking via Robust Binary Classification
NeurIPS 2014