#Meta_Learning - Twitter Hashtag

almost 3 years ago

You can also find the exciting list of accepted papers on our website now: https://t.co/rxtakLOqf2 Covering the breadth of #AutoML, incl. #NAS, #BO, #AutoRL, #meta_learning, #portfolios, #algorithm_selection and many more. Do you also look forward to this as much as we do?

AutoML Conference @automl_conf

almost 3 years ago

#AUTOML23 will offer everything you wish for, incl. keynotes and tutorials, but more important: networking opportunities and interactive poster sessions. We also recommend to participate at the two #AutoML competitions already now. Early registration ends in 3 days. Register now!

automl_conf's tweet photo. #AUTOML23 will offer everything you wish for, incl. keynotes and tutorials, but more important: networking opportunities and interactive poster sessions. We also recommend to participate at the two #AutoML competitions already now. Early registration ends in 3 days. Register now! https://t.co/BupS1eGEWu

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JCIM & JCTC Journals @JCIM_JCTC

over 5 years ago

Investigating #Active Learning and Meta-Learning for Iterative Peptide #Design https://t.co/K52RGdPOm7 @andrewwhite01 #current_issue #MachineLearning #Active_Learning #Meta_Learning

JCIM_JCTC's tweet photo. Investigating #Active Learning and Meta-Learning for Iterative Peptide #Design
https://t.co/K52RGdPOm7
@andrewwhite01
#current_issue #MachineLearning #Active_Learning #Meta_Learning https://t.co/PDwc6TO3Pk

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Alireza Fallah

@afallah94

over 5 years ago

Join us today at #NeurIPS2020 poster session 4 to chat about our recent work on achieving personalization in #Federated_Learning using a #Meta_Learning approach! When? Today (Wednesday), 12pm-2pm EST! Where? Town B4, spot A2! Joint work with @AryanMokhtari and Asu Ozdaglar.

afallah94's tweet photo. Join us today at #NeurIPS2020 poster session 4 to chat about our recent work on achieving personalization in #Federated_Learning using a #Meta_Learning approach!

When? Today (Wednesday), 12pm-2pm EST!
Where? Town B4, spot A2!

Joint work with @AryanMokhtari and Asu Ozdaglar. https://t.co/g85Wjy2yqj

Alireza Fallah

@afallah94

over 6 years ago

How to add personalization to #Federated_Learning (FL) with heterogeneous distributions? Turns out #Meta_Learning can help! Check our new work on personalized FL formulation + a provably convergent algorithm! Joint work with @AryanMokhtari and Asu Ozdaglar https://t.co/RfZ3ngCPnE

afallah94's tweet photo. How to add personalization to #Federated_Learning (FL) with heterogeneous distributions? Turns out #Meta_Learning can help!
Check our new work on personalized FL formulation + a provably convergent algorithm!
Joint work with @AryanMokhtari and Asu Ozdaglar
https://t.co/RfZ3ngCPnE https://t.co/PSIOwFxoyC

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Aryan Mokhtari

@AryanMokhtari

almost 6 years ago

Our very recent work on extending the notion of #Meta_Learning to the discrete setting, and, in particular, #Submodular Maximization.

Hamed Hassani @HamedSHassani

almost 6 years ago

Excited to share our recent paper on "Submodular Meta-Learning" which extends the Meta-Learning methodology to discrete optimization. Arxiv link: https://t.co/BigoMif1ug Joint work with @AdibiArman and @AryanMokhtari 1/n

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오늘의 arXiv @daily_arXiv

almost 6 years ago

https://t.co/LPPOLQpnZj 대칭 구조에 따라 weight sharing이 발생하도록 weight를 reparameterize한 다음 이 대칭 구조를 메타 러닝으로 학습. #group_equivariance #meta_learning

daily_arXiv's tweet photo. https://t.co/LPPOLQpnZj

대칭 구조에 따라 weight sharing이 발생하도록 weight를 reparameterize한 다음 이 대칭 구조를 메타 러닝으로 학습. #group_equivariance #meta_learning https://t.co/azLKBesewD

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Alireza Fallah

@afallah94

almost 6 years ago

Starting in 40 mins! Registration link: https://t.co/mx38X0ONGs I will talk about our work on the theory of Model-Agnostic #Meta_Learning (MAML (https://t.co/DwiqIjdr7M) and its application to #Federated_Learning for achieving personalization (https://t.co/RfZ3ngldZ4).

Peter Richtarik

@peter_richtarik

almost 6 years ago

Alireza Fallah (@afallah94 @MIT) will give the 7th FLOW (Federated Learning One World) seminar (@flow_seminar) talk via Zoom today in 2 hrs (at 1pm UTC). Register here if you want to attend https://t.co/ER4hggylBL… and I will send a link to the Zoom meeting to you via email.

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Association des 4 Chemins. Antibes @A4C_ANTIBES

about 6 years ago

#AI #IA #Meta_Learning #Learning_to_Learn #Meta_Reasoning #Artificial_General_Intelligence #Efficient_Algorithms #Multi_Tasking https://t.co/e3qxlmUYOW

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Alireza Fallah

@afallah94

over 6 years ago

How to add personalization to #Federated_Learning (FL) with heterogeneous distributions? Turns out #Meta_Learning can help! Check our new work on personalized FL formulation + a provably convergent algorithm! Joint work with @AryanMokhtari and Asu Ozdaglar https://t.co/RfZ3ngCPnE

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Alireza Fallah

@afallah94

over 6 years ago

Going from supervised learning to #Reinforcement_Learning, what could change in the convergence analysis of Model-Agnostic #Meta_Learning (MAML) methods? Our paper provides an answer to this question! Joint work with @AryanMokhtari and Asu Ozdaglar. https://t.co/GUumT5pRIa