Dr.Regina Barzilay
9 papers · 2020–2022 · 1 venue · across top CS/AI venues
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(14)
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Machine Learning
(7)
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(6)
Deep Learning
(5)
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(3)
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(3)
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(3)
Artificial Intelligence
(2)
Healthcare & Medicine
(2)
Application Areas
(2)
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(2)
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(2)
Interdisciplinary
(1)
Natural Language Processing
(1)
Generation
(1)
Optimization & Theory
(1)
Keywords
drug discovery
(4)
graph generation
(2)
molecular docking
(2)
conformal prediction
(2)
generative model
(2)
graph neural network
(2)
multi-label classification
(1)
set prediction
(1)
autoregressive generation
(1)
protein structure prediction
(1)
geometric deep learning
(1)
false positive
(1)
multi-objective optimization
(1)
transfer learning
(1)
prediction set
(1)
program synthesis
(1)
autoregressive model
(1)
molecular graph
(1)
spurious correlation
(1)
latent representation
(1)
Papers
Antibody-Antigen Docking and Design via Hierarchical Structure Refinement
ICML 2022
Conformal Prediction Sets with Limited False Positives
ICML 2022
EquiBind: Geometric Deep Learning for Drug Binding Structure Prediction
ICML 2022
Learning Stable Classifiers by Transferring Unstable Features
ICML 2022
Few-Shot Conformal Prediction with Auxiliary Tasks
ICML 2021
Educating Text Autoencoders: Latent Representation Guidance via Denoising
ICML 2020
Hierarchical Generation of Molecular Graphs using Structural Motifs
ICML 2020
Improving Molecular Design by Stochastic Iterative Target Augmentation
ICML 2020
Multi-Objective Molecule Generation using Interpretable Substructures
ICML 2020