Natesh S. Pillai
4 papers · 2007–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Academic Marathon (18) π£ Hot Topic Early Bird
π
Cross-Pollinator
(11)
πΊοΈ
Taxonomy Completionist
(15)
π₯
Mega-Team
(20)
Conferences
JMLR (2)
EMNLP (1)
ICML (1)
Top co-authors
Keywords
model compression
(1)
model quantization
(1)
dirichlet process
(1)
bayesian inference
(1)
gaussian processes
(1)
knowledge distillation
(1)
efficient computing
(1)
bayesian kernel models
(1)
function space
(1)
markov chain monte carlo
(1)
gaussian process
(1)
reproducing kernel hilbert space
(1)
mcmc sampling
(1)
stochastic process
(1)
high-dimensional optimization
(1)
proximal algorithm
(1)
recommendation system
(1)
recommender system
(1)
structured pruning
(1)
metropolis-adjusted langevin algorithm
(1)
Papers
Scaling Down, Serving Fast: Compressing and Deploying Efficient LLMs for Recommendation Systems
EMNLP 2025
AlphaPO: Reward Shape Matters for LLM Alignment
ICML 2025
Optimal Scaling for the Proximal Langevin Algorithm in High Dimensions
JMLR 2024
Characterizing the Function Space for Bayesian Kernel Models
JMLR 2007