Ananth Grama
9 papers · 2020–2025 · 6 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (23)
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Grand Slam
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Renaissance Researcher
(5)
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Keyword Collector
(50)
Top co-authors
Research topics
Machine Learning
(9)
Optimization & Theory
(7)
Mathematics & Optimization
(4)
Optimization
(4)
Core Methods
(3)
Learning Types Β· Machine Learning
(3)
Deep Learning
(2)
Application Areas
(2)
Artificial Intelligence
(1)
Healthcare & Medicine
(1)
Interdisciplinary
(1)
Security & Privacy
(1)
Architectures
(1)
Core AI
(1)
Learning Types Β· Deep Learning
(1)
Keywords
online learning
(3)
vc dimension
(3)
information theory
(2)
fmri analysis
(1)
online classification
(1)
fourier expansion
(1)
stochastic gradient descent
(1)
minimax optimality
(1)
quantum computing
(1)
quantum machine learning
(1)
scalable training
(1)
regret minimization
(1)
sample complexity
(1)
neuronal responses
(1)
learning theory
(1)
minimax risk
(1)
minimax regret
(1)
generative model
(1)
inductive bia
(1)
statistical learning
(1)
Papers
From Low Rank Gradient Subspace Stabilization to Low-Rank Weights: Observations, Theories, and Applications
ICML 2025
No Free Lunch: Fundamental Limits of Learning Non-Hallucinating Generative Models
ICLR 2025
A Theory of Fault-Tolerant Learning
ICML 2024
Information-theoretic Limits of Online Classification with Noisy Labels
NeurIPS 2024
Learning Functional Distributions with Private Labels
ICML 2023
Online Learning in Dynamically Changing Environments
COLT 2023
Precise Regret Bounds for Log-loss via a Truncated Bayesian Algorithm
NeurIPS 2022
Toward Physically Realizable Quantum Neural Networks
AAAI 2022
Characterizing Similarity of Visual Stimulus from Associated Neuronal Response
IJCAI 2020