Bhavana Ganesh
4 papers · 2025–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
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Research topics
Artificial Intelligence
(4)
Machine Learning
(4)
Core AI
(4)
Deep Learning
(3)
Application Areas
(2)
Optimization & Theory · Machine Learning
(2)
Optimization & Theory · Deep Learning
(2)
Mathematics & Optimization
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Optimization
(1)
Keywords
large language model
(2)
direct preference optimization
(1)
instruction following
(1)
reinforcement learning from human feedback
(1)
model pruning
(1)
gradient optimization
(1)
tree search
(1)
weight pruning
(1)
token prediction
(1)
inference acceleration
(1)
speculative decoding
(1)
inference latency
(1)
autoregressive decoding
(1)
inference speedup
(1)
n-gram model
(1)
chain of thought
(1)
attention score
(1)
test-time scaling
(1)
off-policy data
(1)
reasoning trajectory
(1)
Papers
Accelerated Test-Time Scaling with Model-Free Speculative Sampling
EMNLP 2025
SeRA: Self-Reviewing and Alignment of LLMs using Implicit Reward Margins
ICLR 2025
Think Clearly: Improving Reasoning via Redundant Token Pruning
EMNLP 2025
Wanda++: Pruning Large Language Models via Regional Gradients
ACL 2025