Harsha Nori
- Sparks of Artificial General Intelligence: Early experiments with GPT-4
2023/03/22 by Sébastien Bubeck, Bubeck, Sébastien, Varun Chandrasekaran +26 · 21 voices · 277 citations
Medicine · Computer Science · #Artificial Intelligence in Healthcare and Education #Topic Modeling #Machine Learning in Healthcare
- Capabilities of GPT-4 on Medical Challenge Problems
2023/03/20 by Harsha Nori, Nori, Harsha, Nicholas King +7 · 3 voices · 94 citations
Medicine · Computer Science · #Artificial Intelligence in Healthcare and Education #Topic Modeling #Clinical Reasoning and Diagnostic Skills
- Can Generalist Foundation Models Outcompete Special-Purpose Tuning? Case Study in Medicine
2023/11/28 by Harsha Nori, Nori, Harsha, Yin Tat Lee +36 · 5 voices · 47 citations
Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Machine Learning in Healthcare #Topic Modeling #cs.CL
- Sequential Diagnosis with Language Models
2025/06/27 by Harsha Nori, Nori, Harsha, Mayank Daswani +27 · 15 voices · 18 citations
#cs.CL
- InterpretML: A Unified Framework for Machine Learning Interpretability
2019/09/19 by Harsha Nori, Samuel Jenkins, Nori, Harsha +5 · 24 citations
Computer Science · #Explainable Artificial Intelligence (XAI) #Adversarial Robustness in Machine Learning #Statistical and Computational Modeling
- Differentially Private Synthetic Data via Foundation Model APIs 2: Text
2024/03/04 by Chulin Xie, Xie, Chulin, Zinan Lin +22 · 1 voice · 11 citations
Computer Science · Decision Sciences · Social Sciences · #Access Control and Trust #Advanced Database Systems and Queries #Computation and Language (cs.CL) #FOS: Computer and information sciences #Scientific Computing and Data Management #cs.CL
- Accuracy, Interpretability, and Differential Privacy via Explainable Boosting
2021/06/17 by Harsha Nori, Nori, Harsha, Rich Caruana +7 · 4 citations
Computer Science · #Privacy-Preserving Technologies in Data #Explainable Artificial Intelligence (XAI) #Adversarial Robustness in Machine Learning
- Differentially Private Estimation of Heterogeneous Causal Effects
2022/02/22 by Fengshi Niu, Niu, Fengshi, Harsha Nori +9 · 3 citations
Computer Science · Mathematics · #Advanced Causal Inference Techniques #Cryptography and Security (cs.CR) #Econometrics (econ.EM) #FOS: Computer and information sciences #FOS: Economics and business #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Privacy-Preserving Technologies in Data #Statistical Methods and Bayesian Inference
- Elephants Never Forget: Memorization and Learning of Tabular Data in Large Language Models
2024/04/09 by Sebastian Bordt, Harsha Nori, Bordt, Sebastian +7 · 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
- An Algorithmic Framework For Differentially Private Data Analysis on Trusted Processors
2018/07/02 by Joshua E. Allen, Bolin Ding, Allen, Joshua +9 · 2 citations
Computer Science · #Cloud Data Security Solutions #Cryptography and Data Security #Cryptography and Security (cs.CR) #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Privacy-Preserving Technologies in Data
- Comparing Population Means under Local Differential Privacy: with Significance and Power
2018/03/24 by Bolin Ding, Harsha Nori, Ding, Bolin +5 · 1 citation
Computer Science · Mathematics · #Advanced Causal Inference Techniques #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #FOS: Mathematics #Privacy-Preserving Technologies in Data #Statistical Methods and Bayesian Inference #Statistics Theory (math.ST)
- Elephants Never Forget: Testing Language Models for Memorization of Tabular Data
2024/03/11 by Sebastian Bordt, Bordt, Sebastian, Harsha Nori +3 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling