Jekyll2022-04-21T18:23:36+00:00https://proceedings.mlr.press/v139/feed.xmlProceedings of Machine Learning ResearchProceedings of the 38th International Conference on Machine Learning
Held in Virtual on 18-24 July 2021
Published as Volume 139 by the Proceedings of Machine Learning Research on 01 July 2021.
Volume Edited by:
Marina Meila
Tong Zhang
Series Editors:
Neil D. Lawrence
PMLRA New Representation of Successor Features for Transfer across Dissimilar Environments2021-07-01T00:00:00+00:002021-07-01T00:00:00+00:00https://proceedings.mlr.press/v139/abdolshah21a[{"given"=>"Majid", "family"=>"Abdolshah"}, {"given"=>"Hung", "family"=>"Le"}, {"given"=>"Thommen Karimpanal", "family"=>"George"}, {"given"=>"Sunil", "family"=>"Gupta"}, {"given"=>"Santu", "family"=>"Rana"}, {"given"=>"Svetha", "family"=>"Venkatesh"}]Massively Parallel and Asynchronous Tsetlin Machine Architecture Supporting Almost Constant-Time Scaling2021-07-01T00:00:00+00:002021-07-01T00:00:00+00:00https://proceedings.mlr.press/v139/abeyrathna21a[{"given"=>"Kuruge Darshana", "family"=>"Abeyrathna"}, {"given"=>"Bimal", "family"=>"Bhattarai"}, {"given"=>"Morten", "family"=>"Goodwin"}, {"given"=>"Saeed Rahimi", "family"=>"Gorji"}, {"given"=>"Ole-Christoffer", "family"=>"Granmo"}, {"given"=>"Lei", "family"=>"Jiao"}, {"given"=>"Rupsa", "family"=>"Saha"}, {"given"=>"Rohan K.", "family"=>"Yadav"}]Debiasing Model Updates for Improving Personalized Federated Training2021-07-01T00:00:00+00:002021-07-01T00:00:00+00:00https://proceedings.mlr.press/v139/acar21a[{"given"=>"Durmus Alp Emre", "family"=>"Acar"}, {"given"=>"Yue", "family"=>"Zhao"}, {"given"=>"Ruizhao", "family"=>"Zhu"}, {"given"=>"Ramon", "family"=>"Matas"}, {"given"=>"Matthew", "family"=>"Mattina"}, {"given"=>"Paul", "family"=>"Whatmough"}, {"given"=>"Venkatesh", "family"=>"Saligrama"}]Memory Efficient Online Meta Learning2021-07-01T00:00:00+00:002021-07-01T00:00:00+00:00https://proceedings.mlr.press/v139/acar21b[{"given"=>"Durmus Alp Emre", "family"=>"Acar"}, {"given"=>"Ruizhao", "family"=>"Zhu"}, {"given"=>"Venkatesh", "family"=>"Saligrama"}]Robust Testing and Estimation under Manipulation Attacks2021-07-01T00:00:00+00:002021-07-01T00:00:00+00:00https://proceedings.mlr.press/v139/acharya21a[{"given"=>"Jayadev", "family"=>"Acharya"}, {"given"=>"Ziteng", "family"=>"Sun"}, {"given"=>"Huanyu", "family"=>"Zhang"}]GP-Tree: A Gaussian Process Classifier for Few-Shot Incremental Learning2021-07-01T00:00:00+00:002021-07-01T00:00:00+00:00https://proceedings.mlr.press/v139/achituve21a[{"given"=>"Idan", "family"=>"Achituve"}, {"given"=>"Aviv", "family"=>"Navon"}, {"given"=>"Yochai", "family"=>"Yemini"}, {"given"=>"Gal", "family"=>"Chechik"}, {"given"=>"Ethan", "family"=>"Fetaya"}]f-Domain Adversarial Learning: Theory and Algorithms2021-07-01T00:00:00+00:002021-07-01T00:00:00+00:00https://proceedings.mlr.press/v139/acuna21a[{"given"=>"David", "family"=>"Acuna"}, {"given"=>"Guojun", "family"=>"Zhang"}, {"given"=>"Marc T.", "family"=>"Law"}, {"given"=>"Sanja", "family"=>"Fidler"}]Towards Rigorous Interpretations: a Formalisation of Feature Attribution2021-07-01T00:00:00+00:002021-07-01T00:00:00+00:00https://proceedings.mlr.press/v139/afchar21a[{"given"=>"Darius", "family"=>"Afchar"}, {"given"=>"Vincent", "family"=>"Guigue"}, {"given"=>"Romain", "family"=>"Hennequin"}]Acceleration via Fractal Learning Rate Schedules2021-07-01T00:00:00+00:002021-07-01T00:00:00+00:00https://proceedings.mlr.press/v139/agarwal21a[{"given"=>"Naman", "family"=>"Agarwal"}, {"given"=>"Surbhi", "family"=>"Goel"}, {"given"=>"Cyril", "family"=>"Zhang"}]A Regret Minimization Approach to Iterative Learning Control2021-07-01T00:00:00+00:002021-07-01T00:00:00+00:00https://proceedings.mlr.press/v139/agarwal21b[{"given"=>"Naman", "family"=>"Agarwal"}, {"given"=>"Elad", "family"=>"Hazan"}, {"given"=>"Anirudha", "family"=>"Majumdar"}, {"given"=>"Karan", "family"=>"Singh"}]
