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08/10/2023
RTLLM: An Open-Source Benchmark for Design RTL Generation with Large Language Model
Inspired by the recent success of large language models (LLMs) like Chat...
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07/06/2023
When No-Rejection Learning is Optimal for Regression with Rejection
Learning with rejection is a prototypical model for studying the interac...
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07/06/2023
Understanding Uncertainty Sampling
Uncertainty sampling is a prevalent active learning algorithm that queri...
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05/20/2023
Distribution-Free Model-Agnostic Regression Calibration via Nonparametric Methods
In this paper, we consider the uncertainty quantification problem for re...
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01/26/2023
Maximum Optimality Margin: A Unified Approach for Contextual Linear Programming and Inverse Linear Programming
In this paper, we study the predict-then-optimize problem where the outp...
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09/06/2022
A Crypto-Assisted Approach for Publishing Graph Statistics with Node Local Differential Privacy
Publishing graph statistics under node differential privacy has attracte...
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05/25/2022
Non-stationary Bandits with Knapsacks
In this paper, we study the problem of bandits with knapsacks (BwK) in a...
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03/10/2022
3D Nanoscale Mapping of Short-Range Order in GeSn Alloys
GeSn on Si has attracted much research interest due to its tunable direc...
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02/28/2022
Points-of-Interest Relationship Inference with Spatial-enriched Graph Neural Networks
As a fundamental component in location-based services, inferring the rel...
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12/06/2021
Online Bin Packing with Known T
In the online bin packing problem, a sequence of items is revealed one a...
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08/30/2021