Chirag Nagpal
10 papers · 2019–2025 · 6 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (18) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird
🏆
Keyword Champion
🧬
Topic Evolution
⚡
Prolific Year · Productive
🔥
Unstoppable · Bronze
❓
The Questioner
💎
Century Club · Bronze
Top co-authors
Research topics
Artificial Intelligence
(7)
Machine Learning
(7)
Core AI
(5)
Core Methods
(4)
Application Areas
(3)
Optimization & Theory
(3)
Deep Learning
(2)
Models
(2)
Natural Language Processing
(1)
Reinforcement Learning
(1)
Bayesian & Probabilistic
(1)
Learning Paradigms
(1)
Methods
(1)
Resources & Methods
(1)
Keywords
generative model
(3)
rlhf
(2)
win rate
(2)
text-to-image generation
(1)
clinical prediction
(1)
time series classification
(1)
model safety
(1)
online reinforcement learning
(1)
cox regression
(1)
mixture model
(1)
deep neural network
(1)
language model
(1)
personalized medicine
(1)
reward model
(1)
best-of-n sampling
(1)
credit assignment
(1)
concept erasure
(1)
treatment effect
(1)
survival analysis
(1)
language model alignment
(1)
Papers
Bias in Language Models: Beyond Trick Tests and Towards RUTEd Evaluation
ACL 2025
Erasing More Than Intended? How Concept Erasure Degrades the Generation of Non-Target Concepts
ICCV 2025
InfAlign: Inference-aware language model alignment
ICML 2025
Rewarding Progress: Scaling Automated Process Verifiers for LLM Reasoning
ICLR 2025
Theoretical guarantees on the best-of-n alignment policy
ICML 2025
Transforming and Combining Rewards for Aligning Large Language Models
ICML 2024
Participatory Personalization in Classification
NeurIPS 2023
auton-survival: an Open-Source Package for Regression, Counterfactual Estimation, Evaluation and Phenotyping with Censored Time-to-Event Data
MLHC 2022
Deep Cox Mixtures for Survival Regression
MLHC 2021
Dynamically Personalized Detection of Hemorrhage
MLHC 2019