26-27 November 2020
Europe/Budapest timezone

CERN, SZTAKI, WIGNER RCP and the universities of ELTE together with the HEPTech Network are organizing the next

 

Artificial Intelligence
Academia-Industry Matching Event
Artificial Intelligence, Machine Learning and Scientific computing
ONLINE Workshop

 

The aim of this event is to bring together Academic researchers and Industry experts to share ideas, potential applications and fostering collaborations in the newly emerging field of Artificial Intelligence, Machine Learning, High Performance Computing and their application.

 

PROGRAM

26 November, Thursday

Afternoon

 

13:30

Opening (10')

Dr. Péter József Lévai, Director General Wigner RCP, Hungary

13.40 

Life beyond the pixels: single-cell analysis using machine learning and image analysis methods

Dr. Péter Horváth, BRC Szeged, Hungary

 

14:10

Greeting words (10')

Dr. István Szabó, Deputy President, NKFIH, Hungary

14:20

Taming neural networks with TUSLA: Non-convex learning via adaptive stochastic gradient Langevin algorithms (25')

Attila Lovas - Alfréd Rényi Institute of Mathematics, Hungary

14:45

Methods for Interpreting Text Autoencoders (25')

Bálint Gyires-Tóth - BME, Hungary

 

15:10   break (20')

 

15:30

Representation and control: linear or nonlinear dimensionality reduction? (25')

Sandro Mussa-Ivaldi - Northwestern Univ., USA

15:55

Hastlayer - Implementing on Xilinx Alveo Accelerator Cards (35')

Ernő David, Zoltán Lehóczky - Wigner RCP; Lombiq Technologies Ltd., Hungary

16:30

Conversational AI Technology - Business Applications (25')

Nadia Kaloyanova - TechnologyValley, Bulgaria

 

27 November, Friday

Morning

09:00

The first year of the Hungarian Artificial Intelligence National Laboratory (MILAB) (25')

András Benczúr – SZTAKI, Hungary

09:25

The Hungarian AI strategy (25')

László Boa - Hungarian Artificial Intelligence Coalition, Hungary

09:50

nucleAIzer: nucleus segmentation with DL & image style transfer (35')

Réka Hollandi - BRC, Szeged, Hungary

 

10:25   break (20')

10:45

Considerations and Applications for HPC, Machine Learning and AI technologies for accelerating scientific discovery at next generation research infrastructures (25')

Jonathan Taylor - European Spallation Source ERIC, Sweden
11:10

Deep calibration (25')

Gábor Fath - Morgan Stanley, Hungary

11:35

Two years into the ESS Control System Machine Learning Project (25')

Karin Rathsman - European Spallation Source ERIC, Sweden

 

12:00  lunch break (60')

Afternoon

13:00

Superfeminine and Supermasculine Connections of the Human Brain (35')

Vince Grolmusz - ELTE, Hungary                   

13:35

Machine Learning in Government Bond Trading (25')

György Ottucsák - Morgan Stanley, Hungary

14:00

Market liquidity, order book dynamics and machine learning (25')

Balázs Meszéna - Optiver Europe (on leave), Hungary

14:25

VPNet: Variable Projection Networks (25')

Péter Kovács - ELTE, Hungary

 

14:50   break (20')

15:10

Playing detective: Dissecting silent failures of Deep Learning models for 3D Point Clouds (25')

Robert-Zsolt Kabai -  Continental, Hungary

15:35

Insights to Hit to Lead (25')

Ivan Stankov - AI Incovered Ltd, Bulgaria

16:00

Hardness of planning and learning with linear function approximation in reinforcement learning (35')

Csaba Szepesvari – DeepMind, Univ. Alberta, USA
 

Dates

workshop                                                    26-27 November 2020

Venue                        sent via invitation email

Attendance             100 access points are available. Registrations are accepted in
                                     FIFS order.

No registration fee         

Web                                  AIME20

Contact person     András Telcs,  telcs.andras@wigner.hu

 

 

Organizing Committee

András Telcs, Chair                                     Wigner RCP

Jean-Marie Le Goff, Chair                         CERN

Péter Lévai                                                    Wigner RCP

István Csabai                                                Eötvös Loránd University

Ildikó Bárányi                                               BRRG ELKH TKI

           

 

Program Committee

 

András Benczúr                                            Institute for Computer Science and Control

András Lőrincz                                             Eötvös Loránd University

Antal Jakovác                                               Wigner RCP                                                                                       

Starts
Ends
Europe/Budapest
Registration
Registration for this event is currently open.