Zachary Chase Lipton
14 papers · 2021–2025 · 4 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (21) π§ Keyword Pioneer π Conference Polyglot (4) π Cross-Pollinator (5) π Renaissance Researcher (7)
π
Interdisciplinary Bridge
β‘
Prolific Year
(6)
β
The Questioner
(2)
π₯
Unstoppable
(5)
π
Century Club
(14)
Conferences
ICML (6)
ICLR (5)
EMNLP (2)
CLEAR (1)
Top co-authors
Keywords
zero-shot learning
(2)
few-shot learning
(1)
domain adaptation
(1)
prompt engineering
(1)
document summarization
(1)
distribution shift
(1)
curse of dimensionality
(1)
label shift
(1)
representational power
(1)
partial differential equation
(1)
language model
(1)
vision-language model
(1)
clip model
(1)
zero-shot prompting
(1)
neural network approximation
(1)
average treatment effect
(1)
markov equivalence class
(1)
hierarchical architecture
(1)
few-shot prompting
(1)
pc algorithm
(1)
Papers
Towards characterizing the value of edge embeddings in Graph Neural Networks
ICML 2025
Medical Adaptation of Large Language and Vision-Language Models: Are We Making Progress?
EMNLP 2024
Fast Evidence Extraction for Grounded Language Model Outputs
EMNLP 2024
T-MARS: Improving Visual Representations by Circumventing Text Feature Learning
ICLR 2024
Time-Varying Propensity Score to Bridge the Gap between the Past and Present
ICLR 2024
Foundations of Testing for Finite-Sample Causal Discovery
ICML 2024
Disentangling the Mechanisms Behind Implicit Regularization in SGD
ICLR 2023
Local Causal Discovery for Estimating Causal Effects
CLEAR 2023
RLSbench: Domain Adaptation Under Relaxed Label Shift
ICML 2023
Can Neural Network Memorization Be Localized?
ICML 2023
Neural Network Approximations of PDEs Beyond Linearity: A Representational Perspective
ICML 2023
CHiLS: Zero-Shot Image Classification with Hierarchical Label Sets
ICML 2023
Leveraging unlabeled data to predict out-of-distribution performance
ICLR 2022
Explaining the Efficacy of Counterfactually Augmented Data
ICLR 2021