Kumar, Bhargava

1. Conformal Prediction Sets Improve Human Decision Making
   2024/01/24 by Cresswell, Jesse C., Sui, Yi, Kumar, Bhargava +1 · 7 citations
   #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Machine Learning (stat.ML)
2. Conformal Prediction Sets Can Cause Disparate Impact
   2024/10/02 by Jesse C. Cresswell, Bhargava Kumar, Cresswell, Jesse C. +5 · 5 citations
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
3. Survey of Large Multimodal Model Datasets, Application Categories and Taxonomy
   2024/12/23 by Pattnayak, Priyaranjan, Patel, Hitesh Laxmichand, Kumar, Bhargava +4 · 7 citations
   #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. LLM for Barcodes: Generating Diverse Synthetic Data for Identity Documents
   2024/11/22 by Patel, Hitesh Laxmichand, Agarwal, Amit, Kumar, Bhargava +2 · 6 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
5. SweEval: Do LLMs Really Swear? A Safety Benchmark for Testing Limits for Enterprise Use
   2025/05/22 by Patel, Hitesh Laxmichand, Agarwal, Amit, Das, Arion +6 · 9 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.6 #I.2.7 #Machine Learning (cs.LG) #Multiagent Systems (cs.MA)
6. MVTamperBench: Evaluating Robustness of Vision-Language Models
   2024/12/27 by Amit Agarwal, Agarwal, Amit, Panda, Srikant +14 · 3 citations
   Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
7. Clinical QA 2.0: Multi-Task Learning for Answer Extraction and Categorization
   2025/02/18 by Priyaranjan Pattnayak, Pattnayak, Priyaranjan, Hitesh Laxmichand Patel +8 · 5 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling