Majumdar, Subhabrata
- Representation Noising: A Defence Mechanism Against Harmful Finetuning
2024/05/23 by Domenic Rosati, J.M. Wehner, Rosati, Domenic +18 · 1 voice · 36 citations
Computer Science · Decision Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Scientific Computing and Data Management #cs.CL #cs.LG
- Improving Consistency in Large Language Models through Chain of Guidance
2025/02/21 by Harsh Raj, Vipul Gupta, Raj, Harsh +5 · 1 voice · 7 citations
Computer Science · #cs.CL
- Theia: Faint objects in motion or the new astrometry frontier
2017/07/02 by The Theia Collaboration, A. Krone-Martins, Boehm, Celine +186 · 8 citations
Engineering · Physics and Astronomy · #Astronomy and Astrophysical Research #FOS: Physical sciences #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Spacecraft Design and Technology #Stellar, planetary, and galactic studies
- Intrinsic Sliced Wasserstein Distances for Comparing Collections of Probability Distributions on Manifolds and Graphs
2020/10/28 by Raif M. Rustamov, Subhabrata Majumdar, Rustamov, Raif +1 · 4 citations
Computer Science · Mathematics · Pharmacology, Toxicology and Pharmaceutics · #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Forensic Toxicology and Drug Analysis #Machine Learning (stat.ML) #Methodology (stat.ME) #Point processes and geometric inequalities #Statistical Methods and Inference
- Measuring Reliability of Large Language Models through Semantic Consistency
2022/11/10 by Harsh Raj, Domenic Rosati, Raj, Harsh +3 · 5 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
- Embedding-based classifiers can detect prompt injection attacks
2024/10/29 by Md. Ahsan Ayub, Ayub, Md. Ahsan, Subhabrata Majumdar +1 · 10 citations
Computer Science · #Advanced Malware Detection Techniques #Network Security and Intrusion Detection #Anomaly Detection Techniques and Applications
- Semantic Consistency for Assuring Reliability of Large Language Models
2023/08/17 by Harsh Raj, Vipul Gupta, Raj, Harsh +5 · 2 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
- Local Dampening: Differential Privacy for Non-numeric Queries via Local Sensitivity
2020/12/07 by Victor A. E. Farias, Felipe T. Brito, Farias, Victor A. E. +9 · 1 citation
Computer Science · #Blockchain Technology Applications and Security #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Privacy-Preserving Technologies in Data
- Consistency in Language Models: Current Landscape, Challenges, and Future Directions
2025/05/01 by Novikova, Jekaterina, Anderson, Carol, Blili-Hamelin, Borhane +2 · 5 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Evaluating Defences against Unsafe Feedback in RLHF
2024/09/19 by Domenic Rosati, Rosati, Domenic, Harsh Raj +11 · 1 citation
Economics, Econometrics and Finance · Pharmacology, Toxicology and Pharmaceutics · #Computation and Language (cs.CL) #Economic and Environmental Valuation #FOS: Computer and information sciences #Health Systems, Economic Evaluations, Quality of Life #Machine Learning (cs.LG) #Pharmaceutical industry and healthcare