Neha Gupta

1. Language Model Cascades: Token-level uncertainty and beyond
   2024/04/15 by Neha Gupta, Harikrishna Narasimhan, Gupta, Neha +9 · 18 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques
2. Ministral 3
   2026/01/13 by Alexander H. Liu, Kartik Khandelwal, Sandeep Subramanian +116 · 3 voices · 2 citations
   #cs.CL
3. When Does Confidence-Based Cascade Deferral Suffice?
   2023/07/06 by Wittawat Jitkrittum, Jitkrittum, Wittawat, Neha Gupta +9 · 6 citations
   Computer Science · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and Data Classification
4. Understanding the bias-variance tradeoff of Bregman divergences
   2022/02/08 by Ben Adlam, Adlam, Ben, Neha Gupta +5 · 3 citations
   Physics and Astronomy · Mathematics · #Statistical Mechanics and Entropy #Advanced Statistical Methods and Models
5. Local Guarantees in Graph Cuts and Clustering
   2017/04/02 by Moses Charikar, Charikar, Moses, Neha Gupta +3 · 2 citations
   Business, Management and Accounting · Decision Sciences · Economics, Econometrics and Finance · #Consumer Market Behavior and Pricing #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Game Theory and Applications #Game Theory and Voting Systems
6. Faster Cascades via Speculative Decoding
   2024/05/29 by Harikrishna Narasimhan, Wittawat Jitkrittum, Narasimhan, Harikrishna +11 · 5 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications
7. Active Local Learning
   2020/08/31 by Artūrs Bačkurs, Backurs, Arturs, Avrim Blum +3 · 1 citation
   Computer Science · #Algorithms and Data Compression #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms
8. Coupling antigens from multiple subtypes of influenza can broaden antibody and T cell responses
   2024/12/19 by Vamsee Mallajosyula, Saborni Chakraborty, Elsa Solà +13 · 1 voice · 1 citation
   Medicine · Immunology and Microbiology · #Influenza Virus Research Studies #Immune Response and Inflammation #Immune Cell Function and Interaction
9. Fractional Poisson Processes of Order k and Beyond
   2023/06/07 by Neha Gupta, Arun Kumar · 1 citation
10. Robostral Navigate
    2026/07/22 by Arjun Majumdar, Abhijeet Somani, Aditi Kabra +212
    #cs.RO #cs.AI
11. Calcium-induced PII oligomerization enhances physiological performance in the cyanobacterium Synechococcus elongatus PCC 7942
    2026/07/28 by Neha Gupta, Samujjal Bhattacharjee, Ankit Srivastava +3
    Biochemistry, Genetics and Molecular Biology · Agricultural and Biological Sciences · #Photosynthetic Processes and Mechanisms #Plant Stress Responses and Tolerance #Plant Gene Expression Analysis