Machine Learning Reading Group Yerevan

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Hrant Khachatrian

May 6

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

May 6

Karen Hambardzumyan2

Apr 30

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,

Apr 30

Hrant Khachatrian

Apr 8

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

Apr 8

Hrant Khachatrian

Apr 1

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

Apr 1

Hrant Khachatrian

Feb 25

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

Feb 25

Hrant Khachatrian, … David Karamyan3

Feb 11

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

Feb 11

Adam Bittlingmayer

Jan 29

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/

Jan 29

Hrant Khachatrian

Jan 21

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

Jan 21

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

Hrant Khachatrian

6/15/21

[Wednesday 18.00 @ISTC] Arec Jamgochian on Autonomous Robotics Stack

Hi everyone, Tomorrow, June 16, Wednesday, at 18.00 Arec Jamgochian (PhD student from Stanford) will

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[Wednesday 18.00 @ISTC] Arec Jamgochian on Autonomous Robotics Stack

Hi everyone, Tomorrow, June 16, Wednesday, at 18.00 Arec Jamgochian (PhD student from Stanford) will

6/15/21

Karen Hambardzumyan

5/28/21

Meeting #121: [Online-only; 15:00] A Diagnostic Study of Explainability Techniques for Text Classification

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

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Meeting #121: [Online-only; 15:00] A Diagnostic Study of Explainability Techniques for Text Classification

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

5/28/21

Michael Poghosyan, Hrant Khachatrian2

5/21/21

YSU ASDS MS Projects Theses presentations: Saturday, May 22

Hi everyone, Due to these presentations we will skip this week's meeting. Thanks. Best, Hrant On

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YSU ASDS MS Projects Theses presentations: Saturday, May 22

Hi everyone, Due to these presentations we will skip this week's meeting. Thanks. Best, Hrant On

5/21/21

Hrant Khachatrian

5/14/21

Meeting #120: Bilingual Sentence Alignment Using Multilingual Language Models

Hi everyone, This week Hovhannes Tamoyan will present his work on alignment of parallel corpora using

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Meeting #120: Bilingual Sentence Alignment Using Multilingual Language Models

Hi everyone, This week Hovhannes Tamoyan will present his work on alignment of parallel corpora using

5/14/21

Hrant Khachatrian

5/7/21

Meeting #119: Minimax estimation of the feature matching map in presence of noise and outliers

Hi everyone, This week Arshak Minasyan and Tigran Galstyan will present their work on feature

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Meeting #119: Minimax estimation of the feature matching map in presence of noise and outliers

Hi everyone, This week Arshak Minasyan and Tigran Galstyan will present their work on feature

5/7/21

Hrant Khachatrian

4/30/21

No meeting this week

Hi everyone, We will have no meeting this week. Best, Hrant

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No meeting this week

Hi everyone, We will have no meeting this week. Best, Hrant

4/30/21

Hrant Khachatrian

4/23/21

Meeting #118: [Online-only; 15:00] Class-agnostic Object Detection

Hi everyone, This week we will discuss a paper from CVPR'21 on class agnostic object detection:

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Meeting #118: [Online-only; 15:00] Class-agnostic Object Detection

Hi everyone, This week we will discuss a paper from CVPR'21 on class agnostic object detection:

4/23/21

Hrant Khachatrian

4/16/21

Meeting #117: [Online-only; 15:00] Machine learning for predicting chemical properties

Hi everyone, This week we will focus on applying machine learning techniques on predicting chemical

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Meeting #117: [Online-only; 15:00] Machine learning for predicting chemical properties

Hi everyone, This week we will focus on applying machine learning techniques on predicting chemical

4/16/21

Hrant Khachatrian

4/9/21

Meeting #116: [Online-only; 15:00] Instant-Teaching: Semi-Supervised Object Detection Framework

Hi everyone, This week I will present a recent paper from Alibaba on semi-supervised object detection

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Meeting #116: [Online-only; 15:00] Instant-Teaching: Semi-Supervised Object Detection Framework

Hi everyone, This week I will present a recent paper from Alibaba on semi-supervised object detection

4/9/21

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