Yi Su | DeepAI

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Sergey Levine
379 publications
Jianfeng Gao
241 publications
Min Zhang
214 publications
Jia Li
149 publications
Helen Meng
108 publications
Mengdi Wang
91 publications
Akshay Krishnamurthy
75 publications
Fan Wu
73 publications
Kilian Q. Weinberger
70 publications
Yu Rong
63 publications
Qiang Wu
51 publications

∙ 09/09/2023

Leveraging Large Language Models for Exploiting ASR Uncertainty

While large language models excel in a variety of natural language proce...

0 Pranay Dighe, et al. ∙

∙ 06/24/2023

Intensity-free Convolutional Temporal Point Process: Incorporating Local and Global Event Contexts

Event prediction in the continuous-time domain is a crucial but rather d...

0 Wang-Tao Zhou, et al. ∙

∙ 06/13/2023

Unified Off-Policy Learning to Rank: a Reinforcement Learning Perspective

Off-policy Learning to Rank (LTR) aims to optimize a ranker from data co...

7 Zeyu Zhang, et al. ∙

∙ 04/25/2023

Test-Time Adaptation with Perturbation Consistency Learning

Currently, pre-trained language models (PLMs) do not cope well with the ...

0 Yi Su, et al. ∙

∙ 03/31/2023

A Surface-Based Federated Chow Test Model for Integrating APOE Status, Tau Deposition Measure, and Hippocampal Surface Morphometry

Background: Alzheimer's Disease (AD) is the most common type of age-rela...

0 Jianfeng Wu, et al. ∙

∙ 03/04/2023

Decision Support System for Chronic Diseases Based on Drug-Drug Interactions

Many patients with chronic diseases resort to multiple medications to re...

0 Tian Bian, et al. ∙

∙ 11/21/2022

Data-Driven Offline Decision-Making via Invariant Representation Learning

The goal in offline data-driven decision-making is synthesize decisions ...

0 Han Qi, et al. ∙

∙ 07/15/2022

Greykite: Deploying Flexible Forecasting at Scale at LinkedIn

Forecasts help businesses allocate resources and achieve objectives. At ...

0 Reza Hosseini, et al. ∙

∙ 04/18/2022

Context-Aware Language Modeling for Goal-Oriented Dialogue Systems

Goal-oriented dialogue systems face a trade-off between fluent language ...

3 Charlie Snell, et al. ∙

∙ 10/20/2021

Predicting Tau Accumulation in Cerebral Cortex with Multivariate MRI Morphometry Measurements, Sparse Coding, and Correntropy

Biomarker-assisted diagnosis and intervention in Alzheimer's disease (AD...

0 Jianfeng Wu, et al. ∙

∙ 07/09/2021

Online Adaptation to Label Distribution Shift

Machine learning models often encounter distribution shifts when deploye...

0 Ruihan Wu, et al. ∙

∙ 07/02/2021

R2D2: Recursive Transformer based on Differentiable Tree for Interpretable Hierarchical Language Modeling

Human language understanding operates at multiple levels of granularity ...

0 Xiang Hu, et al. ∙

∙ 06/03/2021

Optimizing Rankings for Recommendation in Matching Markets

Based on the success of recommender systems in e-commerce, there is grow...

0 Yi Su, et al. ∙

∙ 01/14/2021

Game-based Pricing and Task Offloading in Mobile Edge Computing Enabled Edge-Cloud Systems

As a momentous enabling of the Internet of things (IoT), mobile edge com...

0 Yi Su, et al. ∙

∙ 06/16/2020

Off-policy Bandits with Deficient Support

Learning effective contextual-bandit policies from past actions of a dep...

0 Noveen Sachdeva, et al. ∙

∙ 04/18/2020

Accurate Tumor Tissue Region Detection with Accelerated Deep Convolutional Neural Networks

Manual annotation of pathology slides for cancer diagnosis is laborious ...

0 Gabriel Tjio, et al. ∙

∙ 02/18/2020

Adaptive Estimator Selection for Off-Policy Evaluation

We develop a generic data-driven method for estimator selection in off-p...

0 Yi Su, et al. ∙

∙ 07/22/2019

Doubly robust off-policy evaluation with shrinkage

We design a new family of estimators for off-policy evaluation in contex...

0 Yi Su, et al. ∙

∙ 07/22/2019

Model Adaptation via Model Interpolation and Boosting for Web Search Ranking

This paper explores two classes of model adaptation methods for Web sear...

0 Jianfeng Gao, et al. ∙

∙ 11/06/2018

CAB: Continuous Adaptive Blending Estimator for Policy Evaluation and Learning

The ability to perform offline A/B-testing and off-policy learning using...

16 Yi Su, et al. ∙

∙ 09/03/2018

Network estimation via graphon with node features

Estimating the probabilities of linkages in a network has gained increas...

0 Yi Su, et al. ∙

∙ 05/06/2018

Modeling Multidimensional User Relevance in IR using Vector Spaces

It has been shown that relevance judgment of documents is influenced by ...

0 Sagar Uprety, et al. ∙

∙ 03/03/2017

A Novel Multi-task Deep Learning Model for Skin Lesion Segmentation and Classification

In this study, a multi-task deep neural network is proposed for skin les...

0 Xulei Yang, et al. ∙

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