David Mcallester
16 papers · 2003–2025 · 11 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (11) 🏃 Academic Marathon (22) 🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🐣 Hot Topic Early Bird
🌍
Conference Polyglot
(11)
🏃
Academic Marathon
(22)
🧭
Keyword Pioneer
🌟
Keyword Trendsetter Combo
(3)
🧬
Topic Evolution
🔥
Unstoppable
(5)
📈
Trend Setter
💎
Century Club
(16)
🚀
Conference Pioneer
🗃️
Keyword Collector
(67)
Conferences
CVPR (3)
ACL (2)
JMLR (2)
NIPS (2)
AISTATS (1)
CONLL (1)
EACL (1)
EMNLP (1)
ICML (1)
IJCNLP (1)
NAACL (1)
Top co-authors
Keywords
language model
(2)
generalization bound
(2)
episodic memory
(2)
image classification
(1)
image segmentation
(1)
metric learning
(1)
zero-shot learning
(1)
feature learning
(1)
model selection
(1)
structured prediction
(1)
motion estimation
(1)
question answering
(1)
text generation
(1)
information retrieval
(1)
sample complexity
(1)
language modeling
(1)
reading comprehension
(1)
context understanding
(1)
pac-bayes theory
(1)
large margin learning
(1)
Papers
PENCIL: Long Thoughts with Short Memory
ICML 2025
Context-Efficient Retrieval with Factual Decomposition
NAACL 2025
Domain-Independent Dominance of Adaptive Methods
CVPR 2021
Information-Theoretic Segmentation by Inpainting Error Maximization
CVPR 2021
Formal Limitations on the Measurement of Mutual Information
AISTATS 2020
On-The-Fly Information Retrieval Augmentation for Language Models
ACL 2020
Evidence Sentence Extraction for Machine Reading Comprehension
CONLL 2019
Exploring Generalization in Deep Learning
NIPS 2017
Broad Context Language Modeling as Reading Comprehension
EACL 2017
Who did What: A Large-Scale Person-Centered Cloze Dataset
EMNLP 2016
Machine Comprehension with Syntax, Frames, and Semantics
ACL 2015
Machine Comprehension with Syntax, Frames, and Semantics
IJCNLP 2015
Discriminative Metric Learning by Neighborhood Gerrymandering
NIPS 2014
Robust Monocular Epipolar Flow Estimation
CVPR 2013
Computable Shell Decomposition Bounds
JMLR 2004
Concentration Inequalities for the Missing Mass and for Histogram Rule Error
JMLR 2003