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09/12/2023
Dynamic Visual Prompt Tuning for Parameter Efficient Transfer Learning
Parameter efficient transfer learning (PETL) is an emerging research spo...
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04/03/2023
The extended Ville's inequality for nonintegrable nonnegative supermartingales
Following initial work by Robbins, we rigorously present an extended the...
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03/24/2023
Learning Spatial-Temporal Implicit Neural Representations for Event-Guided Video Super-Resolution
Event cameras sense the intensity changes asynchronously and produce eve...
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02/07/2023
A unified recipe for deriving (time-uniform) PAC-Bayes bounds
We present a unified framework for deriving PAC-Bayesian generalization ...
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01/23/2023
Huber-Robust Confidence Sequences
Confidence sequences are confidence intervals that can be sequentially t...
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02/02/2022
Catoni-style confidence sequences for heavy-tailed mean estimation
A confidence sequence (CS) is a sequence of confidence intervals that is...
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02/20/2021
Convergence Rates of Stochastic Gradient Descent under Infinite Noise Variance
Recent studies have provided both empirical and theoretical evidence ill...
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12/31/2020
Automatic Historical Feature Generation through Tree-based Method in Ads Prediction
Historical features are important in ads click-through rate (CTR) predic...
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08/29/2019
Targeted Source Detection for Environmental Data
In the face of growing needs for water and energy, a fundamental underst...
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04/06/2018