David McAllester

Publication Activity (10 Years)

Years Active: 2013-2023
Publications (10 Years): 15

Top Topics

Jensen Shannon Divergence

Information Theoretic

Language Modeling Approaches

Top Venues

Publications

David McAllester
On the Mathematics of Diffusion Models. CoRR (2023)
Pedro Savarese, Sunnie S. Y. Kim, Michael Maire, Greg Shakhnarovich, David McAllester
Information-Theoretic Segmentation by Inpainting Error Maximization. CVPR (2021)
Pedro Savarese, David McAllester, Sudarshan Babu, Michael Maire
Domain-Independent Dominance of Adaptive Methods. CVPR (2021)
David McAllester
Dependent Type Theory as Related to the Bourbaki Notions of Structure and Isomorphism. CoRR (2021)
David McAllester
MathZero, The Classification Problem, and Set-Theoretic Type Theory. CoRR (2020)
Hai Wang, David McAllester
On-The-Fly Information Retrieval Augmentation for Language Models. CoRR (2020)
Pedro Savarese, Sunnie S. Y. Kim, Michael Maire, Greg Shakhnarovich, David McAllester
Information-Theoretic Segmentation by Inpainting Error Maximization. CoRR (2020)
David McAllester, Karl Stratos
Formal Limitations on the Measurement of Mutual Information. AISTATS (2020)
Hai Wang, David McAllester
On-The-Fly Information Retrieval Augmentation for Language Models. NUSE@ACL (2020)
Pedro Savarese, David McAllester, Sudarshan Babu, Michael Maire
Domain-independent Dominance of Adaptive Methods. CoRR (2019)
David McAllester
Information Theoretic Co-Training. CoRR (2018)
David McAllester, Karl Stratos
Formal Limitations on the Measurement of Mutual Information. CoRR (2018)
Behnam Neyshabur, Srinadh Bhojanapalli, David McAllester, Nathan Srebro
A PAC-Bayesian Approach to Spectrally-Normalized Margin Bounds for Neural Networks. CoRR (2017)
Behnam Neyshabur, Srinadh Bhojanapalli, David McAllester, Nati Srebro
Exploring Generalization in Deep Learning. NIPS (2017)
Behnam Neyshabur, Srinadh Bhojanapalli, David McAllester, Nathan Srebro
Exploring Generalization in Deep Learning. CoRR (2017)
David McAllester
A Synopsis of Morphoid Type Theory. MOL (2015)
David McAllester, Takintayo Akinbiyi
PAC-Bayesian Theory. Empirical Inference (2013)