Vasant Honavar

1. Cal-DPO: Calibrated Direct Preference Optimization for Language Model Alignment
   2024/12/19 by Teng Xiao, Yige Yuan, Xiao, Teng +7 · 12 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
2. Brains vs. Bytes: Evaluating LLM Proficiency in Olympiad Mathematics
   2025/04/01 by Hamed Mahdavi, Alireza Hashemi, Mahdavi, Hamed +15 · 2 voices · 11 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.AI #cs.LG
3. Algorithmic Bias in Recidivism Prediction: A Causal Perspective
   2019/11/24 by Aria Khademi, Vasant Honavar, Khademi, Aria +1 · 2 citations
   Social Sciences · Economics, Econometrics and Finance · Computer Science · #Ethics and Social Impacts of AI #Law, Economics, and Judicial Systems #Adversarial Robustness in Machine Learning
4. How to Leverage Demonstration Data in Alignment for Large Language Model? A Self-Imitation Learning Perspective
   2024/10/14 by Teng Xiao, Xiao, Teng, Mingxiao Li +9 · 3 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
5. SimPER: A Minimalist Approach to Preference Alignment without Hyperparameters
   2025/02/02 by Teng Xiao, Xiao, Teng, Yige Yuan +11 · 4 citations
   Business, Management and Accounting · #Computation and Language (cs.CL) #Consumer Market Behavior and Pricing #FOS: Computer and information sciences #Machine Learning (cs.LG)
6. Improving Image Captioning by Leveraging Knowledge Graphs
   2019/01/25 by Yimin Zhou, Yiwei Sun, Zhou, Yimin +3 · 1 citation
   Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
7. Node Injection Attacks on Graphs via Reinforcement Learning
   2019/09/14 by Yiwei Sun, Sun, Yiwei, Suhang Wang +7 · 4 citations
   Computer Science · Social Sciences · #Adversarial Robustness in Machine Learning #Advanced Graph Neural Networks #Crime, Illicit Activities, and Governance
8. Regression with Large Language Models for Materials and Molecular Property Prediction
   2024/09/09 by Ryan Jacobs, Maciej P. Polak, Jacobs, Ryan +9 · 3 citations
   Materials Science · #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Materials Science (cond-mat.mtrl-sci)
9. A Comprehensive Survey of Electronic Health Record Modeling: From Deep Learning Approaches to Large Language Models
   2025/07/17 by Weijieying Ren, Ren, Weijieying, Jingxi Zhu +7 · 3 citations
   Computer Science · #Machine Learning in Healthcare
10. Parameter-free Adaptive Sparse Attention via Compression-Based Content Selection
    2026/07/23 by Debarshi Kundu, Swaroop Ghosh, Vasant Honavar
    #cs.LG