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08/22/2023
Can Authorship Representation Learning Capture Stylistic Features?
Automatically disentangling an author's style from the content of their ...
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04/12/2023
Boosted Prompt Ensembles for Large Language Models
Methods such as chain-of-thought prompting and self-consistency have pus...
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01/25/2023
Online variable-weight scheduling with preempting on jobs with linear and exponential penalties
We analyze the problem of job scheduling with preempting on weighted job...
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11/25/2022
Operator Splitting Value Iteration
We introduce new planning and reinforcement learning algorithms for disc...
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11/23/2022
Learning to Imitate Object Interactions from Internet Videos
We study the problem of imitating object interactions from Internet vide...
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09/26/2022
Material Prediction for Design Automation Using Graph Representation Learning
Successful material selection is critical in designing and manufacturing...
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08/18/2022
Shadows Aren't So Dangerous After All: A Fast and Robust Defense Against Shadow-Based Adversarial Attacks
Robust classification is essential in tasks like autonomous vehicle sign...
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03/31/2022
SELFIES and the future of molecular string representations
Artificial intelligence (AI) and machine learning (ML) are expanding in ...
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01/09/2022
Robust classification with flexible discriminant analysis in heterogeneous data
Linear and Quadratic Discriminant Analysis are well-known classical meth...
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12/15/2021
Simple Text Detoxification by Identifying a Linear Toxic Subspace in Language Model Embeddings
Large pre-trained language models are often trained on large volumes of ...
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12/07/2020
Near Real-Time Social Distancing in London
During the COVID-19 pandemic, policy makers at the Greater London Author...
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06/05/2020
Quantum Criticism: A Tagged News Corpus Analysed for Sentiment and Named Entities
In this research, we continuously collect data from the RSS feeds of tra...
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04/15/2019