ZL
Zachary C. Lipton
cs.LGstat.MLcs.CLcs.AIcs.CVcs.CYcs.NEcs.HCcs.IRstat.AP
On Valency
published · living versionsW_gjjr6yze·v1 · currentpublished
A Critical Review of Recurrent Neural Networks for Sequence Learning
with John Berkowitz, Charles Elkan
1 version
Preprints & journals
164 papers in the corpus · 2014–2026Identifying Game-Based Digital Biomarkers of Cognitive Risk for Adolescent Substance Misuse: Protocol for a Proof-of-Concept Study.37995115 · Aneni, Kammarauche, Chen, Ching-Hua, Meyer, Jenny et al.2026 · 2 citationsJMIR research protocols. 2023;12:e46990
Reporting Practice Matters: The Impact of Reference Choice on Chest X-ray Report Evaluation2609.19093v1 · Daniel P. Jeong, Charles Q. Li, Hossein Hosseiny et al.2026 · 0 citationsarXiv
No Free Lunch: Non-Asymptotic Analysis of Prediction-Powered Inference2505.20178v2 · Pranav Mani, Peng Xu, Zachary C. Lipton et al.2025 · 0 citationsarXiv
OpenUnlearning: Accelerating LLM Unlearning via Unified Benchmarking of Methods and Metrics2506.12618v2 · Vineeth Dorna, Anmol Mekala, Wenlong Zhao et al.2025 · 1 citationarXiv
Valid Inference with Imperfect Synthetic Data2508.06635v2 · Yewon Byun, Shantanu Gupta, Zachary C. Lipton et al.2025 · 2 citationsarXiv
Position: Towards Bidirectional Human-AI Alignment2406.09264v4 · Hua Shen, Tiffany Knearem, Reshmi Ghosh et al.2024 · 18 citationsarXiv
Expert Routing with Synthetic Data for Continual Learning2412.17009v3 · Yewon Byun, Sanket Vaibhav Mehta, Saurabh Garg et al.2024 · 0 citationsarXiv
The Limited Impact of Medical Adaptation of Large Language and Vision-Language Models2411.08870v3 · Daniel P. Jeong, Pranav Mani, Saurabh Garg et al.2024 · 0 citationsarXiv
Failure Modes of LLMs for Causal Reasoning on Narratives2410.23884v5 · Khurram Yamin, Shantanu Gupta, Gaurav R. Ghosal et al.2024 · 1 citationarXiv
AI as an intervention: improving clinical outcomes relies on a causal approach to AI development and validation.39775871 · Joshi, Shalmali, Urteaga, Iñigo, van Amsterdam, Wouter A C et al.2025 · 32 citationsJournal of the American Medical Informatics Association : JAMIA. 2025;32(3):589-594
LLM-Select: Feature Selection with Large Language Models2407.02694v2 · Daniel P. Jeong, Zachary C. Lipton, Pradeep Ravikumar2024 · 7 citationsarXiv
GenAudit: Fixing Factual Errors in Language Model Outputs with Evidence2402.12566v3 · Kundan Krishna, Sanjana Ramprasad, Prakhar Gupta et al.2024 · 1 citationarXiv
Personalized Language Modeling from Personalized Human Feedback2402.05133v3 · Xinyu Li, Ruiyang Zhou, Zachary C. Lipton et al.2024 · 5 citationsarXiv
Auditing Fairness under Unobserved Confounding2403.14713v3 · Yewon Byun, Dylan Sam, Michael Oberst et al.2024 · 0 citationsarXiv
Medical Adaptation of Large Language and Vision-Language Models: Are We Making Progress?2411.04118v2 · Daniel P. Jeong, Saurabh Garg, Zachary C. Lipton et al.2024 · 25 citationsarXiv
Rethinking LLM Memorization through the Lens of Adversarial Compression2404.15146v3 · Avi Schwarzschild, Zhili Feng, Pratyush Maini et al.2024 · 4 citationsarXiv
Online Data Collection for Efficient Semiparametric Inference2411.03195v1 · Shantanu Gupta, Zachary C. Lipton, David Childers2024 · 0 citationsarXiv
The Fragility of Fairness: Causal Sensitivity Analysis for Fair Machine Learning2410.09600v2 · Jake Fawkes, Nic Fishman, Mel Andrews et al.2024 · 3 citationsarXiv
Towards characterizing the value of edge embeddings in Graph Neural Networks2410.09867v1 · Dhruv Rohatgi, Tanya Marwah, Zachary Chase Lipton et al.2024 · 0 citationsarXiv
Post-Hoc Reversal: Are We Selecting Models Prematurely?2404.07815v2 · Rishabh Ranjan, Saurabh Garg, Mrigank Raman et al.2024 · 1 citationarXiv
A Unified Causal Framework for Auditing Recommender Systems for Ethical Concerns2409.13210v1 · Vibhhu Sharma, Shantanu Gupta, Nil-Jana Akpinar et al.2024 · 0 citationsarXiv
Red-Teaming for Generative AI: Silver Bullet or Security Theater?2401.15897v3 · Michael Feffer, Anusha Sinha, Wesley Hanwen Deng et al.2024 · 70 citationsarXiv
Understanding Hallucinations in Diffusion Models through Mode Interpolation2406.09358v2 · Sumukh K Aithal, Pratyush Maini, Zachary C. Lipton et al.2024 · 24 citationsarXiv
Analyzing LLM Behavior in Dialogue Summarization: Unveiling Circumstantial Hallucination Trends2406.03487v1 · Sanjana Ramprasad, Elisa Ferracane, Zachary C. Lipton2024 · 11 citationsarXiv
The Impact of Differential Feature Under-reporting on Algorithmic Fairness2401.08788v2 · Nil-Jana Akpinar, Zachary C. Lipton, Alexandra Chouldechova2024 · 2 citationsarXiv
Time-Varying Propensity Score to Bridge the Gap between the Past and Present2210.01422v5 · Rasool Fakoor, Jonas Mueller, Zachary C. Lipton et al.2022 · 0 citationsarXiv
Local Causal Discovery for Estimating Causal Effects2302.08070v4 · Shantanu Gupta, David Childers, Zachary C. Lipton2023 · 3 citationsarXiv
Scaling Laws for Data Filtering -- Data Curation cannot be Compute Agnostic2404.07177v1 · Sachin Goyal, Pratyush Maini, Zachary C. Lipton et al.2024 · 12 citationsarXiv
T-MARS: Improving Visual Representations by Circumventing Text Feature Learning2307.03132v2 · Pratyush Maini, Sachin Goyal, Zachary C. Lipton et al.2023 · 4 citationsarXiv
Born Again Neural Networks1805.04770v2 · Tommaso Furlanello, Zachary C. Lipton, Michael Tschannen et al.2018 · 431 citationsarXiv
Modeling Attrition in Recommender Systems with Departing Bandits2203.13423v2 · Omer Ben-Porat, Lee Cohen, Liu Leqi et al.2022 · 5 citationsarXiv
Beyond the Mud: Datasets and Benchmarks for Computer Vision in Off-Road Racing2402.08025v1 · Jacob Tyo, Motolani Olarinre, Youngseog Chung et al.2024 · 0 citationsarXiv
Contrastive Multiple Instance Learning for Weakly Supervised Person ReID2402.07685v1 · Jacob Tyo, Zachary C. Lipton2024 · 0 citationsarXiv
Evaluating the Factuality of Zero-shot Summarizers Across Varied Domains2402.03509v1 · Sanjana Ramprasad, Kundan Krishna, Zachary C Lipton et al.2024 · 3 citationsarXiv
TOFU: A Task of Fictitious Unlearning for LLMs2401.06121v1 · Pratyush Maini, Zhili Feng, Avi Schwarzschild et al.2024 · 5 citationsarXiv
Perspectives on the State and Future of Deep Learning - 20232312.09323v3 · Micah Goldblum, Anima Anandkumar, Richard Baraniuk et al.2023 · 4 citationsarXiv
Model-tuning Via Prompts Makes NLP Models Adversarially Robust2303.07320v2 · Mrigank Raman, Pratyush Maini, J. Zico Kolter et al.2023 · 7 citationsarXiv
USB: A Unified Summarization Benchmark Across Tasks and Domains2305.14296v2 · Kundan Krishna, Prakhar Gupta, Sanjana Ramprasad et al.2023 · 2 citationsarXiv
Reading Between the Mud: A Challenging Motorcycle Racer Number Dataset2311.09256v1 · Jacob Tyo, Youngseog Chung, Motolani Olarinre et al.2023 · 0 citationsarXiv
MoCo-Transfer: Investigating out-of-distribution contrastive learning for limited-data domains2311.09401v1 · Yuwen Chen, Helen Zhou, Zachary C. Lipton2023 · 0 citationsarXiv
MUDD: A New Re-Identification Dataset with Efficient Annotation for Off-Road Racers in Extreme Conditions2311.08488v1 · Jacob Tyo, Motolani Olarinre, Youngseog Chung et al.2023 · 0 citationsarXiv
Estimating the Likelihood of Arrest from Police Records in Presence of Unreported Crimes2310.07935v1 · Riccardo Fogliato, Arun Kumar Kuchibhotla, Zachary Lipton et al.2023 · 3 citationsarXiv
Dive into Deep Learning2106.11342v5 · Aston Zhang, Zachary C. Lipton, Mu Li et al.2021 · 77 citationsarXiv
Predicting Severe Complications from Cytoreductive Surgery with Hyperthermic Intraperitoneal Chemotherapy: A Data-Driven, Machine Learning Approach to Augment Clinical Judgment.37266808 · Adam, Mohamed A, Zhou, Helen, Byrd, Jonathan et al.2023 · 8 citationsAnnals of surgical oncology. 2023;30(9):5433-5442
Evaluating Model Performance in Medical Datasets Over Time2305.13426v2 · Helen Zhou, Yuwen Chen, Zachary C. Lipton2023 · 2 citationsarXiv
Can Neural Network Memorization Be Localized?2307.09542v1 · Pratyush Maini, Michael C. Mozer, Hanie Sedghi et al.2023 · 1 citationarXiv
PromptNER: Prompting For Named Entity Recognition2305.15444v2 · Dhananjay Ashok, Zachary C. Lipton2023 · 25 citationsarXiv
Resolving the Human Subjects Status of Machine Learning's Crowdworkers2206.04039v2 · Divyansh Kaushik, Zachary C. Lipton, Alex John London2022 · 3 citationsarXiv
RLSbench: Domain Adaptation Under Relaxed Label Shift2302.03020v2 · Saurabh Garg, Nick Erickson, James Sharpnack et al.2023 · 0 citationsarXiv
CHiLS: Zero-Shot Image Classification with Hierarchical Label Sets2302.02551v3 · Zachary Novack, Julian McAuley, Zachary C. Lipton et al.2023 · 15 citationsarXiv
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