Vasant G Honavar
10 papers · 2021–2025 · 7 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Gold πΊοΈ Taxonomy Completionist (28) π Grand Slam ποΈ Keyword Collector (55)
β
The Questioner
β‘
Prolific Year Β· Productive
π
Century Club Β· Bronze
Top co-authors
Research topics
Artificial Intelligence
(8)
Core AI
(8)
Machine Learning
(7)
Deep Learning
(4)
Learning Types Β· Machine Learning
(4)
Learning Types Β· Deep Learning
(4)
Optimization & Theory
(3)
Healthcare & Medicine
(2)
Natural Language Processing
(2)
Application Areas
(2)
Reinforcement Learning
(1)
Applications
(1)
Bayesian & Probabilistic
(1)
Clinical
(1)
Core Methods
(1)
Keywords
large language model
(4)
imitation learning
(2)
direct preference optimization
(2)
preference alignment
(1)
instruction following
(1)
deep kernel learning
(1)
gaussian processes
(1)
causal effect estimation
(1)
test-time adaptation
(1)
text-to-image generation
(1)
model alignment
(1)
language model alignment
(1)
preference optimization
(1)
reinforcement learning from human feedback
(1)
variational inference
(1)
gaussian process
(1)
message passing
(1)
density ratio estimation
(1)
distribution shift
(1)
reinforcement learning
(1)
Papers
DiaLLMs: EHR-Enhanced Clinical Conversational System for Clinical Test Recommendation and Diagnosis Prediction
ACL 2025
DSPO: Direct Score Preference Optimization for Diffusion Model Alignment
ICLR 2025
On a Connection Between Imitation Learning and RLHF
ICLR 2025
SimPER: A Minimalist Approach to Preference Alignment without Hyperparameters
ICLR 2025
Cal-DPO: Calibrated Direct Preference Optimization for Language Model Alignment
NeurIPS 2024
Causal Matching using Random Hyperplane Tessellations
CLeaR 2024
Efficient Contrastive Learning for Fast and Accurate Inference on Graphs
ICML 2024
How to Leverage Demonstration Data in Alignment for Large Language Model? A Self-Imitation Learning Perspective
EMNLP 2024
TabLog: Test-Time Adaptation for Tabular Data Using Logic Rules
ICML 2024
Longitudinal Deep Kernel Gaussian Process Regression
AAAI 2021