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Authors whose works are in public domain in at least one jurisdiction

List of works by Tie-Yan Liu

Automatically Design Convolutional Neural Networks by Optimization With Submodularity and Supermodularity

scientific article published on 02 October 2019

Distributional Reward Decomposition for Reinforcement Learning

scholarly article by Zichuan Lin et al published 2019 in Advances in Neural Information Processing Systems 32

Estimation Bias in Multi-Armed Bandit Algorithms for Search Advertising

scholarly article by Min Xu et al published 2013 in Advances in Neural Information Processing Systems 26

Evidence for an ancient whole-genome duplication event in rice and other cereals.

scientific article published in May 2005

FRAGE: Frequency-Agnostic Word Representation

Finite sample analysis of the GTD Policy Evaluation Algorithms in Markov Setting

scientific article published in January 2017

Fully Parameterized Quantile Function for Distributional Reinforcement Learning

scientific article published in January 2019

Global Ranking Using Continuous Conditional Random Fields

scientific article published in January 2009

Influence of supercritical CO(2) pressurization on the phase behavior of mixed cholesteryl esters

scientific article published on 21 July 2010

Knowledge-Powered Deep Learning for Word Embedding

scientific article published in 2014

Large-Scale Low-Rank Matrix Learning with Nonconvex Regularizers

scientific article published on 20 July 2018

Layer-Wise Coordination between Encoder and Decoder for Neural Machine Translation

Learning to Rank for Information Retrieval

Learning to Teach with Dynamic Loss Functions

LightGBM: A Highly Efficient Gradient Boosting Decision Tree

article

MPNet: Masked and Permuted Pre-training for Language Understanding

scientific article published in November 2020

Neural Architecture Optimization

Neural Machine Translation with Soft Prototype

Normalization Helps Training of Quantized LSTM

On the Local Hessian in Back-propagation

Ranking Measures and Loss Functions in Learning to Rank

scientific article published in January 2009

Ranking-Oriented Collaborative Filtering

scientific article

Semi-Supervised Neural Architecture Search

scientific article published in November 2020

Statistical Consistency of Ranking Methods in A Rank-Differentiable Probability Space

scientific article published in January 2012

Statistical Consistency of Top-k Ranking

scientific article published in January 2009

Two-Layer Generalization Analysis for Ranking Using Rademacher Average