Machine Learning Reading Group Yerevan

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Hrant Khachatrian

Jan 26

Meeting #143: [Offline; YSU AI Lab; Friday 16.00] A new method for domain generalization

Dear friends, We initially planned to discuss text compression with language models, but we had to

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Meeting #143: [Offline; YSU AI Lab; Friday 16.00] A new method for domain generalization

Dear friends, We initially planned to discuss text compression with language models, but we had to

Jan 26

Hrant Khachatrian

Jan 20

Meeting #142: [Offline; YSU AI Lab; Friday 15.00] Memorization Without Overfitting: Analyzing the Training Dynamics of Large Language Models

Dear friends, We made a difficult decision to move the meetings to Fridays. We know it will be less

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Meeting #142: [Offline; YSU AI Lab; Friday 15.00] Memorization Without Overfitting: Analyzing the Training Dynamics of Large Language Models

Dear friends, We made a difficult decision to move the meetings to Fridays. We know it will be less

Jan 20

Hrant Khachatrian2

Jan 12

Resuming ML Reading Group Meetings

A kind reminder to fill in this form: https://docs.google.com/forms/d/e/

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Resuming ML Reading Group Meetings

A kind reminder to fill in this form: https://docs.google.com/forms/d/e/

Jan 12

Hrant Khachatrian2

11/4/22

Meeting #141: [Offline; YSU AI Lab; 13:00] Prompt tuning for cross lingual transfer

Correction: we will start at 15.20 on Saturday, at the same place: YSU AI Lab. The paper is "

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Meeting #141: [Offline; YSU AI Lab; 13:00] Prompt tuning for cross lingual transfer

Correction: we will start at 15.20 on Saturday, at the same place: YSU AI Lab. The paper is "

11/4/22

Hrant Khachatrian

9/9/22

Discussion at Biosim office: Creating Multimodal Interactive Agents with Imitation and Self-Supervised Learning

Hi everyone, Today Biosim.ai organizes a meeting in their office to discuss a recent paper from

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Discussion at Biosim office: Creating Multimodal Interactive Agents with Imitation and Self-Supervised Learning

Hi everyone, Today Biosim.ai organizes a meeting in their office to discuss a recent paper from

9/9/22

Hrant Khachatrian

8/18/22

Lectures at YSU AI Lab

Dear friends, YSU AI Lab periodically hosts lectures by various experts in AI. They are not in a

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Lectures at YSU AI Lab

Dear friends, YSU AI Lab periodically hosts lectures by various experts in AI. They are not in a

8/18/22

Hrant Khachatrian, INFO NATIONSORG3

7/11/22

Meeting #140: [Offline; YSU AI Lab; 14:00] News from CVPR 2022

Video of this meeting: https://youtu.be/5ilzPs5VnM8 ~75% was recorded. It is in Armenian. Photos from

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Meeting #140: [Offline; YSU AI Lab; 14:00] News from CVPR 2022

Video of this meeting: https://youtu.be/5ilzPs5VnM8 ~75% was recorded. It is in Armenian. Photos from

7/11/22

Karen Hambardzumyan

7/1/22

Meeting #139: [Offline; YSU AI Lab; 15:00] Diffusion Models for Generation

Hi everyone, This week we'll discuss a quickly developing paradigm for Image Generation -

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Meeting #139: [Offline; YSU AI Lab; 15:00] Diffusion Models for Generation

Hi everyone, This week we'll discuss a quickly developing paradigm for Image Generation -

7/1/22

Hrant Khachatrian

6/3/22

Meeting #138: [Offline; YSU AI Lab] Connect, Not Collapse: Explaining Contrastive Learning for Unsupervised Domain Adaptation

Hi everyone, This week we will discuss a new paper from Stanford on unsupervised domain adaptation.

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Meeting #138: [Offline; YSU AI Lab] Connect, Not Collapse: Explaining Contrastive Learning for Unsupervised Domain Adaptation

Hi everyone, This week we will discuss a new paper from Stanford on unsupervised domain adaptation.

6/3/22

Hrant Khachatrian

5/6/22

Meeting #137: [Offline at ISTC; 13:00!] Training Compute-Optimal Large Language Models

Hi everyone, This Saturday we will discuss a recently published paper from DeepMind: “Training

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Meeting #137: [Offline at ISTC; 13:00!] Training Compute-Optimal Large Language Models

Hi everyone, This Saturday we will discuss a recently published paper from DeepMind: “Training

5/6/22

Karen Hambardzumyan2

4/30/22

Meeting #136: [Offline at ISTC; 15:00!] Negated and Misprimed Probes for Pretrained Language Models: Birds Can Talk, But Cannot Fly

Sorry for misplacing a zoom link. This will be offline-only, at ISTC, today 15:00. On Fri, Apr 29,

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Meeting #136: [Offline at ISTC; 15:00!] Negated and Misprimed Probes for Pretrained Language Models: Birds Can Talk, But Cannot Fly

Sorry for misplacing a zoom link. This will be offline-only, at ISTC, today 15:00. On Fri, Apr 29,

4/30/22

Hrant Khachatrian

4/8/22

Meeting #135: [Offline at ISTC; 16:00!] ProxSkip: Local Gradient Steps Provably Lead to Communication Acceleration

Hi everyone, This week we will have an offline meeting where Arto Maranjyan from YerevaNN will

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Meeting #135: [Offline at ISTC; 16:00!] ProxSkip: Local Gradient Steps Provably Lead to Communication Acceleration

Hi everyone, This week we will have an offline meeting where Arto Maranjyan from YerevaNN will

4/8/22

Hrant Khachatrian

4/1/22

Meeting #134: [Offline at ISTC] Learning Generalizable Keypoints for Unseen Object Pose Estimation

Hi everyone, This week we will have an offline meeting where Mikayel Yeghiazaryan from Oxford will

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Meeting #134: [Offline at ISTC] Learning Generalizable Keypoints for Unseen Object Pose Estimation

Hi everyone, This week we will have an offline meeting where Mikayel Yeghiazaryan from Oxford will

4/1/22

Hrant Khachatrian

2/25/22

Meeting #133: [Online; 15:00] SWAD: Domain Generalization by Seeking Flat Minima

Hi everyone, This week Narek Khandanyan (Krisp / Masters student at YSU) will present a recent paper

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Meeting #133: [Online; 15:00] SWAD: Domain Generalization by Seeking Flat Minima

Hi everyone, This week Narek Khandanyan (Krisp / Masters student at YSU) will present a recent paper

2/25/22

Hrant Khachatrian, … David Karamyan3

2/11/22

Meeting #132: [Online; 15:00] Geometric Dataset Distances via Optimal Transport

It is general distance. It can be applied to images and text datasets as well. пт, 11 февр. 2022 г. в

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Meeting #132: [Online; 15:00] Geometric Dataset Distances via Optimal Transport

It is general distance. It can be applied to images and text datasets as well. пт, 11 февр. 2022 г. в

2/11/22

Adam Bittlingmayer

1/29/22

Ամրապնդող ուսուցում բնական լեզվի համար (Reinforcement Learning for Natural Language ) | Երեքշաբթի ժամը 7 Մերգելյանում

Այս անգամ թեման ավելի շատ կլինի դեպի հետազոտություն։ https://www.meetup.com/nlp-in-armenia/events/

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Ամրապնդող ուսուցում բնական լեզվի համար (Reinforcement Learning for Natural Language ) | Երեքշաբթի ժամը 7 Մերգելյանում

Այս անգամ թեման ավելի շատ կլինի դեպի հետազոտություն։ https://www.meetup.com/nlp-in-armenia/events/

1/29/22

Hrant Khachatrian

1/21/22

Meeting #131: [Online; 15:00] Swin Transformer: Hierarchical Vision Transformer using Shifted Windows

Hi everyone, This week Akop Kirakosyan will present a recent paper from Microsoft on using

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Meeting #131: [Online; 15:00] Swin Transformer: Hierarchical Vision Transformer using Shifted Windows

Hi everyone, This week Akop Kirakosyan will present a recent paper from Microsoft on using

1/21/22

Hrant Khachatrian

12/17/21

Meeting #130: [Online; 15:00] AlphaFold: part 2

Hi everyone, This week Garik Petrosyan from Biosim will continue presenting AlphaFold, the paper by

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Meeting #130: [Online; 15:00] AlphaFold: part 2

Hi everyone, This week Garik Petrosyan from Biosim will continue presenting AlphaFold, the paper by

12/17/21

Hrayr Harutyunyan, … Adam Bittlingmayer10

12/15/21

Սեմինարների շարք Պակ-Բայեսյան գնահատականների վերաբերյալ

Բարև բոլորին, Հիշեցնեմ, որ այսօր Երևանի ժամանակով երեկոյան 7-ին (կես ժամից) կրկին հանդիպելու ենք։ Այս

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Սեմինարների շարք Պակ-Բայեսյան գնահատականների վերաբերյալ

Բարև բոլորին, Հիշեցնեմ, որ այսօր Երևանի ժամանակով երեկոյան 7-ին (կես ժամից) կրկին հանդիպելու ենք։ Այս

12/15/21

Hrant Khachatrian

12/10/21

Meeting #129: [Online; 15:00] AlphaFold: Highly accurate protein structure prediction

Hi everyone, This week Garik Petrosyan from Biosim will present AlphaFold, one of the biggest

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Meeting #129: [Online; 15:00] AlphaFold: Highly accurate protein structure prediction

Hi everyone, This week Garik Petrosyan from Biosim will present AlphaFold, one of the biggest

12/10/21

Hrant Khachatrian

12/9/21

NeurIPS tutorial on Self-Supervised Learning: Self-Prediction and Contrastive Learning

Hi everyone, Tomorrow (Friday) at 14.00 we will meet at ISTC to watch the following NeurIPS tutorial:

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NeurIPS tutorial on Self-Supervised Learning: Self-Prediction and Contrastive Learning

Hi everyone, Tomorrow (Friday) at 14.00 we will meet at ISTC to watch the following NeurIPS tutorial:

12/9/21

Hrant Khachatrian

12/6/21

NeurIPS tutorial on Message Passing / MDP / Graph Neural Networks

Hi everyone, NeurIPS conference starts today with a few interesting tutorials. We decided to watch

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NeurIPS tutorial on Message Passing / MDP / Graph Neural Networks

Hi everyone, NeurIPS conference starts today with a few interesting tutorials. We decided to watch

12/6/21

Karen Hambardzumyan

12/3/21

Meeting #128: [Online; 15:00] Model Selection for Cross-lingual Transfer

Hi everyone, This week Knarik Mheryan from YerevaNN will present a paper from EMNLP 2021 - Model

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Meeting #128: [Online; 15:00] Model Selection for Cross-lingual Transfer

Hi everyone, This week Knarik Mheryan from YerevaNN will present a paper from EMNLP 2021 - Model

12/3/21

Hrant Khachatrian

11/18/21

Meeting #127: [Online; 19:00 ! ] Evaluating Privacy Preserving Techniques in Machine Learning

Hello everyone, This week we have a special guest. Eugene Bagdasaryan is a PhD student at Cornell

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Meeting #127: [Online; 19:00 ! ] Evaluating Privacy Preserving Techniques in Machine Learning

Hello everyone, This week we have a special guest. Eugene Bagdasaryan is a PhD student at Cornell

11/18/21

Hrant Khachatrian

10/1/21

Meeting #126: [Online-only; 15:00] MPART for Online Active Semi-supervised Learning

Hi everyone, This week we will discuss a recent paper from ICML 2021. It is about a special version

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Meeting #126: [Online-only; 15:00] MPART for Online Active Semi-supervised Learning

Hi everyone, This week we will discuss a recent paper from ICML 2021. It is about a special version

10/1/21

Hrant Khachatrian

9/6/21

DataFest Yerevan 2021 registration deadline: September 7, 20:00

Hi everyone, DataFest Yerevan 2021 will take place this Friday and Saturday, September 10 and 11, at

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DataFest Yerevan 2021 registration deadline: September 7, 20:00

Hi everyone, DataFest Yerevan 2021 will take place this Friday and Saturday, September 10 and 11, at

9/6/21

Karen Hambardzumyan

8/20/21

Meeting #125: [Online-only; 15:00] UnNatural Language Inference

Hi everyone, This week Erik Arakelyan (Researcher @ ARM, PhD Student @ CopeNLU) will present one of

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Meeting #125: [Online-only; 15:00] UnNatural Language Inference

Hi everyone, This week Erik Arakelyan (Researcher @ ARM, PhD Student @ CopeNLU) will present one of

8/20/21

Hrant Khachatrian2

8/7/21

Meeting #124: [Online-only; 20:00] Narine Kokhlikyan / Facebook AI

The topic will be: “Model Interpretability for Deep Learning” On Friday, August 6, 2021 at 11:58:53

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Meeting #124: [Online-only; 20:00] Narine Kokhlikyan / Facebook AI

The topic will be: “Model Interpretability for Deep Learning” On Friday, August 6, 2021 at 11:58:53

8/7/21

Hrant Khachatrian

7/30/21

Meeting #123: [Online-only] Stochastic Sign Descent Methods: New Algorithms and Better Theory

Hi everyone, This week Mher Safaryan from KAUST will present his recent paper which was presented at

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Meeting #123: [Online-only] Stochastic Sign Descent Methods: New Algorithms and Better Theory

Hi everyone, This week Mher Safaryan from KAUST will present his recent paper which was presented at

7/30/21

Hrant Khachatrian

7/16/21

Meeting #122: [Online-only] MAD-X: An Adapter-Based Framework for Multi-Task Cross-Lingual Transfer

Hello everyone, We resume the meetings this week. Tomorrow Hovhannes Tamoyan from YerevaNN will

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Meeting #122: [Online-only] MAD-X: An Adapter-Based Framework for Multi-Task Cross-Lingual Transfer

Hello everyone, We resume the meetings this week. Tomorrow Hovhannes Tamoyan from YerevaNN will

7/16/21

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