Amit Sharma
- Causal Reasoning and Large Language Models: Opening a New Frontier for Causality
2023/04/28 by Emre Kıcıman, Robert Ness, Kıcıman, Emre +5 · 1 voice · 48 citations
#cs.AI #cs.CL #cs.CY #cs.HC #cs.LG #stat.ME
- Grammars of Formal Uncertainty: When to Trust LLMs in Automated Reasoning Tasks
2025/05/26 by Debargha Ganguly, Ganguly, Debargha, Vikash Singh +18 · 4 voices · 4 citations
Computer Science · #Multi-Agent Systems and Negotiation #cs.AI #cs.CL #cs.LO #cs.SE
- Long Story Short: Omitted Variable Bias in Causal Machine Learning
2021/12/26 by Victor Chernozhukov, Chernozhukov, Victor, Carlos Cinelli +7 · 10 citations
Computer Science · Mathematics · #62G #Advanced Causal Inference Techniques #Bayesian Modeling and Causal Inference #Econometrics (econ.EM) #FOS: Computer and information sciences #FOS: Economics and business #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME) #Statistical Methods and Inference
- Causal Order: The Key to Leveraging Imperfect Experts in Causal Inference
2023/10/23 by Aniket Vashishtha, Abbavaram Gowtham Reddy, Vashishtha, Aniket +9 · 13 citations
Computer Science · #Advanced Graph Neural Networks #Bayesian Modeling and Causal Inference #Topic Modeling
- Deep End-to-end Causal Inference
2022/02/04 by Tomas Geffner, Javier Antorán, Geffner, Tomas +21 · 8 citations
Computer Science · Mathematics · #Advanced Causal Inference Techniques #Bayesian Modeling and Causal Inference #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Predictability of Popularity: Gaps between Prediction and Understanding
2016/03/31 by Benjamin Shulman, Shulman, Benjamin, Amit Sharma +3 · 5 citations
Physics and Astronomy · Social Sciences · #Applications (stat.AP) #Complex Network Analysis Techniques #FOS: Computer and information sciences #Media Influence and Politics #Opinion Dynamics and Social Influence #Social and Information Networks (cs.SI)
- Evaluating and Mitigating Bias in Image Classifiers: A Causal Perspective Using Counterfactuals
2020/09/17 by Saloni Dash, Dash, Saloni, Vineeth N Balasubramanian +3 · 4 citations
Computer Science · #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI)
- Prediction and explanation in social systems
2017/02/02 by Jake M. Hofman, Amit Sharma, Duncan J. Watts · 1 voice · 3 citations
Physics and Astronomy · Social Sciences · #Opinion Dynamics and Social Influence #Computational and Text Analysis Methods #Complex Network Analysis Techniques
- Machine Explanations and Human Understanding
2022/02/08 by Chacha Chen, Feng Shi, Chen, Chacha +5 · 4 citations
Computer Science · #Explainable Artificial Intelligence (XAI) #Bayesian Modeling and Causal Inference #Adversarial Robustness in Machine Learning
- Task Facet Learning: A Structured Approach to Prompt Optimization
2024/06/15 by Gurusha Juneja, Juneja, Gurusha, Nagarajan Natarajan +8 · 6 citations
Engineering · Computer Science · #Reservoir Engineering and Simulation Methods #AI-based Problem Solving and Planning #Anomaly Detection Techniques and Applications
- Engagement Patterns of Peer-to-Peer Interactions on Mental Health\n Platforms
2020/04/10 by Ashish Sharma, Sharma, Ashish, Monojit Choudhury +6 · 2 citations
Psychology · Social Sciences · #Digital Mental Health Interventions #FOS: Computer and information sciences #Impact of Technology on Adolescents #Mental Health via Writing #Social and Information Networks (cs.SI)
- Plan*RAG: Efficient Test-Time Planning for Retrieval Augmented Generation
2024/10/28 by Prakhar Verma, Sukruta Prakash Midigeshi, Verma, Prakhar +9 · 6 citations
Computer Science · #Algorithms and Data Compression #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval and Search Behavior #Machine Learning (cs.LG) #Speech and dialogue systems
- An intelligent WSN-UAV-based IoT framework for precision agriculture application
2022/03/24 by Pradeep Kumar Singh, Amit Sharma · 2 citations
Agricultural and Biological Sciences · Engineering · Environmental Science · #Smart Agriculture and AI #UAV Applications and Optimization #Remote Sensing in Agriculture
- Chitosan: A Potential Biopolymer in Drug Delivery and Biomedical Applications
2023/04/21 by Nimeet Desai, Dhwani Rana, Sagar Salave +7 · 2 citations
Pharmacology, Toxicology and Pharmaceutics · Materials Science · #Advanced Drug Delivery Systems #Nanocomposite Films for Food Packaging #Electrospun Nanofibers in Biomedical Applications
- Faithful Explanations of Black-box NLP Models Using LLM-generated Counterfactuals
2023/10/01 by Yair Ori Gat, Nitay Calderon, Gat, Yair +9 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- GAR-meets-RAG Paradigm for Zero-Shot Information Retrieval
2023/10/31 by Daman Arora, Anush Kini, Arora, Daman +9 · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval and Search Behavior #Multimodal Machine Learning Applications #Topic Modeling
- Teaching Transformers Causal Reasoning through Axiomatic Training
2024/07/10 by Aniket Vashishtha, Vashishtha, Aniket, Abhinav Kumar +9 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Teaching and Learning Programming
- Learnings from Technological Interventions in a Low Resource Language: A Case-Study on Gondi
2020/04/21 by Devansh Mehta, Mehta, Devansh, Sebastin Santy +17 · 1 citation
Computer Science · #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #ICT in Developing Communities
- Mechanistic basis of co-stimulatory CD40-CD40L ligation mediated regulation of immune responses in cancer and autoimmune disorders
2019/12/17 by Tikam Chand Dakal, Bhanupriya Dhabhai, Disha Agarwal +11 · 1 citation
Immunology and Microbiology · #Immune Cell Function and Interaction #Immunotherapy and Immune Responses #T-cell and B-cell Immunology
- interwhen: A Generalizable Framework for Steering Reasoning Models with Test-time Verification
2026/02/05 by Vishak K Bhat, Prateek Chanda, Vijval Ekbote +6 · 2 voices
Computer Science · #cs.LO #cs.AI
- Using Interventions to Improve Out-of-Distribution Generalization of Text-Matching Recommendation Systems
2022/10/07 by Parikshit Bansal, Bansal, Parikshit, Yashoteja Prabhu +5 · 1 citation
Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Recommender Systems and Techniques #Topic Modeling
- Controlling Learned Effects to Reduce Spurious Correlations in Text Classifiers
2023/05/26 by Parikshit Bansal, Bansal, Parikshit, Amit Sharma +1 · 1 citation
Computer Science · #Text and Document Classification Technologies