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Padhraic Smyth

JANET: Joint Adaptive predictioN-region Estimation for Time-series

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Jul 08, 2024
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Anomaly Detection of Tabular Data Using LLMs

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Jun 24, 2024
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Dynamic Conditional Optimal Transport through Simulation-Free Flows

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Apr 05, 2024
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The Calibration Gap between Model and Human Confidence in Large Language Models

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Jan 24, 2024
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Probabilistic Modeling for Sequences of Sets in Continuous-Time

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Jan 04, 2024
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Bayesian Online Learning for Consensus Prediction

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Dec 12, 2023
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Functional Flow Matching

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May 26, 2023
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Capturing Humans' Mental Models of AI: An Item Response Theory Approach

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May 15, 2023
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Zero-Shot Anomaly Detection without Foundation Models

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Feb 15, 2023
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Deep Anomaly Detection under Labeling Budget Constraints

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Feb 15, 2023
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