Online learning with nonlinear models

by SAHOO, Doyen
Published 2017

Online Portfolio Selection Toolbox

by LI, Bin, SAHOO, Doyen, HOI, Steven
Published 2014

Online Multiple Kernel Regression

by SAHOO, Doyen, HOI, Steven C. H., LI, Bin
Published 2014

Recent advances in deep learning for object detection

by WU, Xiongwei, SAHOO, Doyen, HOI, Steven C. H.
Published 2020

Large scale online multiple kernel regression with application to time-series prediction

by SAHOO, Doyen, HOI, Steven C. H., LIN, Bin
Published 2019

OLPS: A toolbox for on-line portfolio selection

by LI, Bin, SAHOO, Doyen, HOI, Steven C. H.
Published 2016

Cost sensitive online multiple kernel classification

by SAHOO, Doyen, ZHAO, Peilin, HOI, Steven C. H.
Published 2016

CoST: contrastive learning of disentangled seasonal-trend representations for time series forecasting

by WOO, Gerald, LIU, Chenghao, SAHOO, Doyen, KUMAR, Akshat, HOI, Steven
Published 2022

Online learning: A comprehensive survey

by HOI, Steven C. H., SAHOO, Doyen, LU, Jing, ZHAO, Peilin
Published 2021

Sparse Passive-Aggressive learning for bounded online kernel methods

by LU, Jing, SAHOO, Doyen, ZHAO, Peilin, HOI, Steven C. H.
Published 2018

Temporal kernel descriptors for learning with time-sensitive patterns

by SAHOO, Doyen, SHARMA, Abhishek, HOI, Steven C. H., ZHAO, Peilin
Published 2016

Moving average reversion strategy for on-line portfolio selection

by LI, Bin, HOI, Steven C. H., SAHOO, Doyen, LIU, Zhi-Yong
Published 2015

Online deep learning: Learning deep neural networks on the fly

by SAHOO, Doyen, PHAM, Hong Quang, LU, Jing, HOI, Steven C. H.
Published 2018

Hierarchical multimodal attention for end-to-end audio-visual scene-aware dialogue response generation

by LE, Hung, SAHOO, Doyen, CHEN, Nancy F., HOI, Steven C. H.
Published 2020

URLNet: Learning a URL representation with deep learning for malicious URL detection

by LE, Hung, PHAM, Hong Quang, SAHOO, Doyen, HOI, Steven C. H.
Published 2018

Multimodal transformer networks for end-to-end video-grounded dialogue systems

by LE, Hung, SAHOO, Doyen, CHEN, Nancy F., HOI, Steven C. H.
Published 2019

Learning deep time-index models for time series forecasting

by WOO, Jiale Gerald, LIU, Chenghao, SAHOO, Doyen, KUMAR, Akshat, HOI, Steven
Published 2023

Learning cross-modal embeddings with adversarial networks for cooking recipes and food images

by WANG, Hao, SAHOO, Doyen, LIU, Chenghao, LIM, Ee-Peng, HOI, Steven C. H.
Published 2019

Adaptive task sampling for meta-learning

by LIU, Chenghao, WANG, Zhihao, SAHOO, Doyen, FANG, Yuan, ZHANG, Kun, HOI, Steven C. H.
Published 2020

SOL: A library for scalable online learning algorithms

by WU, Yue, HOI, Steven C. H., LIU, Chenghao, LU, Jing, SAHOO, Doyen, YU, Nenghai
Published 2017