Jesse C. Cresswell
10 papers · 2021–2026 · 6 venues · across top CS/AI venues
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intrinsic dimension
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few-shot learning
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sample complexity
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uncertainty quantification
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embedding learning
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data augmentation
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conformal prediction
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efficient computing
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sql generation
(1)
audio-text retrieval
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reinforcement learning
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human decision-making
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offline learning
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generative model
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random projection
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diffusion model
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language model
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prediction set
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out-of-distribution detection
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Papers
Classifying and Addressing the Diversity of Errors in Retrieval-Augmented Generation Systems
EACL 2026
A Geometric Framework for Understanding Memorization in Generative Models
ICLR 2025
Conformal Prediction Sets Can Cause Disparate Impact
ICLR 2025
MSc-SQL: Multi-Sample Critiquing Small Language Models For Text-To-SQL Translation
NAACL 2025
A Geometric Explanation of the Likelihood OOD Detection Paradox
ICML 2024
A Geometric View of Data Complexity: Efficient Local Intrinsic Dimension Estimation with Diffusion Models
NeurIPS 2024
Conformal Prediction Sets Improve Human Decision Making
ICML 2024
Data-Efficient Multimodal Fusion on a Single GPU
CVPR 2024
Self-supervised Representation Learning from Random Data Projectors
ICLR 2024
C-Learning: Horizon-Aware Cumulative Accessibility Estimation
ICLR 2021