An Optimal Control Approach to Sequential Machine Teaching

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An Optimal Control Approach to Sequential Machine Teaching

15 October 2018

Laurent Lessard

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Papers citing "An Optimal Control Approach to Sequential Machine Teaching"

15 / 15 papers shown

Title
Representational Alignment Supports Effective Machine Teaching Ilia Sucholutsky Katherine M. Collins Maya Malaviya Nori Jacoby Weiyang Liu ... J. Tenenbaum Brad Love Z. Pardos Adrian Weller Thomas Griffiths 125 4 0 06 Jun 2024
Nonparametric Iterative Machine Teaching Chen Zhang Xiaofeng Cao Weiyang Liu Ivor Tsang James T. Kwok 77 8 0 05 Jun 2023
One-shot Machine Teaching: Cost Very Few Examples to Converge Faster Chen Zhang Xiaofeng Cao Yi Chang Ivor W Tsang 70 0 0 13 Dec 2022
Iterative Teaching by Data Hallucination Zeju Qiu Weiyang Liu Tim Z. Xiao Zhen Liu Umang Bhatt Yucen Luo Adrian Weller Bernhard Schölkopf 121 9 0 31 Oct 2022
Iterative Teaching by Label Synthesis Weiyang Liu Zhen Liu Hanchen Wang Liam Paull Bernhard Schölkopf Adrian Weller 154 16 0 27 Oct 2021
Iterative Teacher-Aware Learning Luyao Yuan Dongruo Zhou Junhong Shen Jingdong Gao Jeffrey L. Chen Quanquan Gu Ying Nian Wu Song-Chun Zhu 87 12 0 01 Oct 2021
Accumulative Poisoning Attacks on Real-time Data Tianyu Pang Xiao Yang Yinpeng Dong Hang Su Jun Zhu 72 20 0 18 Jun 2021
Distribution Matching for Machine Teaching Xiaofeng Cao Ivor W. Tsang 50 4 0 06 May 2021
Teaching to Learn: Sequential Teaching of Agents with Inner States M. Çelikok Pierre-Alexandre Murena Samuel Kaski 15 0 0 14 Sep 2020
Using Machine Teaching to Investigate Human Assumptions when Teaching Reinforcement Learners Yun-Shiuan Chuang Xuezhou Zhang Yuzhe Ma Mark K. Ho Joseph L. Austerweil Xiaojin Zhu OffRL 89 7 0 05 Sep 2020
Attack of the Tails: Yes, You Really Can Backdoor Federated Learning Hongyi Wang Kartik K. Sreenivasan Shashank Rajput Harit Vishwakarma Saurabh Agarwal Jy-yong Sohn Kangwook Lee Dimitris Papailiopoulos FedML 109 616 0 09 Jul 2020
Preference-Based Batch and Sequential Teaching: Towards a Unified View of Models Farnam Mansouri Yuxin Chen Ara Vartanian Xiaojin Zhu Adish Singla 135 33 0 24 Oct 2019
Online Data Poisoning Attack Xuezhou Zhang Xiaojin Zhu Laurent Lessard AAML 27 28 0 05 Mar 2019
An Optimal Control View of Adversarial Machine Learning Xiaojin Zhu AAML 55 25 0 11 Nov 2018
Machine Teaching of Active Sequential Learners Tomi Peltola M. Çelikok Pedram Daee Samuel Kaski 69 26 0 08 Sep 2018

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