Vasant G Honavar
10 papers · 2021–2025 · 7 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (7) πΊοΈ Taxonomy Completionist (18) π Interdisciplinary Bridge π§ Keyword Pioneer π Renaissance Researcher (6)
π
Cross-Pollinator
(7)
π
Grand Slam
β
The Questioner
π
Century Club
(10)
β‘
Prolific Year
(5)
Conferences
ICLR (3)
ICML (2)
AAAI (1)
ACL (1)
CLEAR (1)
EMNLP (1)
NIPS (1)
Top co-authors
Keywords
large language model
(2)
imitation learning
(1)
variational inference
(1)
gaussian processes
(1)
direct preference optimization
(1)
causal effect estimation
(1)
instruction following
(1)
language model alignment
(1)
deep kernel learning
(1)
gaussian process
(1)
density ratio estimation
(1)
electronic health record
(1)
observational datum
(1)
longitudinal datum
(1)
self-imitation learning
(1)
additive kernel
(1)
covariate matching
(1)
medical large language model
(1)
clinical test recommendation
(1)
diagnosis prediction
(1)
Papers
DiaLLMs: EHR-Enhanced Clinical Conversational System for Clinical Test Recommendation and Diagnosis Prediction
ACL 2025
On a Connection Between Imitation Learning and RLHF
ICLR 2025
DSPO: Direct Score Preference Optimization for Diffusion Model Alignment
ICLR 2025
SimPER: A Minimalist Approach to Preference Alignment without Hyperparameters
ICLR 2025
Efficient Contrastive Learning for Fast and Accurate Inference on Graphs
ICML 2024
Causal Matching using Random Hyperplane Tessellations
CLEAR 2024
How to Leverage Demonstration Data in Alignment for Large Language Model? A Self-Imitation Learning Perspective
EMNLP 2024
Cal-DPO: Calibrated Direct Preference Optimization for Language Model Alignment
NIPS 2024
TabLog: Test-Time Adaptation for Tabular Data Using Logic Rules
ICML 2024
Longitudinal Deep Kernel Gaussian Process Regression
AAAI 2021