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9:00 AM
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General
(until 9:30 AM)
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9:00 AM
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Welcome & Introduction
-
Ines Ochoa
(Laboratory of Instrumentation and Experimental Particle Physics (PT))
Benedikt Maier
(Imperial College (GB))
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9:30 AM
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WG1: Architecture-specific compression techniques
(until 12:00 PM)
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9:30 AM
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Introduction to LHC data with ML and FastML
-
Maciej Mikolaj Glowacki
(CERN)
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10:45 AM
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--- Coffee break ---
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11:00 AM
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Neural network quantization with Brevitas
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Giuseppe Franco
(AMD)
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9:00 AM
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WG2: Advanced compression with XAI
(until 11:30 AM)
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9:00 AM
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An introduction to XAI
-
Stefano Giagu
(Sapienza Università di Roma and INFN Roma (IT))
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10:15 AM
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Tutorial & Practicals on Knowledge Distillation
-
Andrea Ciardiello
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11:30 AM
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--- Lunch ---
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9:00 AM
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WG1
(until 10:30 AM)
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9:00 AM
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Challenges & Opportunities in CMS
-
Emyr Clement
(University of Bristol (GB))
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9:30 AM
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Challenges & Opportunities for ATLAS through the NGT Project
-
David Reikher
(CERN)
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10:00 AM
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Challenges & Opportunities in Edge Inference for Belle II
-
Isabel Haide
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10:30 AM
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--- Coffee break ---
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11:00 AM
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WG4: ASIC-for-AI design
(until 12:00 PM)
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11:00 AM
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AI on ASICs: SmartPixels
-
Danush Shekar
(University of Illinois Chicago (US))
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9:00 AM
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Learning from other communities
(until 10:00 AM)
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9:00 AM
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Next-Generation Trigger
-
Sebastian Dittmeier
(Ruprecht-Karls-Universitaet Heidelberg (DE))
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10:00 AM
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--- Coffee break ---
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10:30 AM
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Learning from other communities
(until 12:00 PM)
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10:30 AM
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EuCAIF
-
Maurizio Pierini
(CERN)
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11:15 AM
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CA24146 - Machine Learning and Quantum Computing for Future Colliders (MLQC4FC)
-
Riccardo Torre
(Dipartimento di Fisica - Università di Pisa and INFN Sezione di Pisa)
Riccardo Torre
(INFN e Universita Genova (IT))
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12:00 PM
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--- Lunch ---
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1:30 PM
|
WG1: Architecture-specific compression techniques
(until 3:00 PM)
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1:30 PM
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Introduction to FPGAs & hls4ml
-
Christopher Edward Brown
(CERN)
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3:00 PM
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--- Coffee break ---
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3:30 PM
|
WG1: Architecture-specific compression techniques
(until 6:00 PM)
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3:30 PM
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Quantization for FPGAs
-
Chang Sun
(California Institute of Technology (US))
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5:00 PM
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An example from A to Z: Jet tagging with quantised GNNs and Transformers
-
Lauri Antti Olavi Laatu
(Imperial College (GB))
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12:30 PM
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WG2: Advanced compression with XAI
(until 1:30 PM)
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12:30 PM
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XAI: An outside perspective
-
Marte Eggen
(Norwegian University of Science and Technology)
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1:30 PM
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WG4: ASIC-for-AI design
(until 4:30 PM)
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1:30 PM
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Introduction to ASICs
-
Marcelino dos Santos
(IST)
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2:45 PM
|
--- Coffee break ---
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3:30 PM
|
ASICs at CMS
-
Davide Ceresa
(CERN)
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4:30 PM
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Outreach
(until 6:15 PM)
(Anfiteatro Abreu Faro)
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4:30 PM
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Fast Artificial Intelligence to solve the mysteries of the Universe
-
Thea Aarrestad
(ETH Zurich (CH))
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5:15 PM
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Panel Discussion
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12:00 PM
|
--- Lunch ---
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1:30 PM
|
WG4: ASIC-for-AI design
(until 2:00 PM)
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1:30 PM
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Towards ASICs for the FCC-ee
-
Benedikt Maier
(Imperial College (GB))
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2:00 PM
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WG1-5
(until 3:00 PM)
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2:00 PM
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Transformers on FPGAs
-
Arianna Cox
(Imperial College (GB))
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2:30 PM
|
PQuantML
-
Roope Oskari Niemi
|
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3:00 PM
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Industry
(until 3:30 PM)
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3:00 PM
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Fast Decision Forests (Google)
-
Richard Stotz
|
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3:30 PM
|
--- Coffee break ---
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4:00 PM
|
WG1-5
(until 5:30 PM)
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4:00 PM
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Data challenge ideation & creation
-
Torben Ferber
(KIT - Karlsruhe Institute of Technology (DE))
Sebastian Dittmeier
(Ruprecht-Karls-Universitaet Heidelberg (DE))
Sioni Paris Summers
(CERN)
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7:00 PM
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--- Social dinner ---
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12:00 PM
|
--- Lunch ---
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1:00 PM
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General
(until 2:30 PM)
|
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1:00 PM
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WG1: Next Steps
-
Torben Ferber
(KIT - Karlsruhe Institute of Technology (DE))
Sebastian Dittmeier
(Ruprecht-Karls-Universitaet Heidelberg (DE))
Sioni Paris Summers
(CERN)
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1:15 PM
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WG2: Next Steps
-
Stefano Giagu
(Sapienza Università di Roma and INFN Roma (IT))
Santeri Laurila
(CERN & Helsinki Institute of Physics (FI))
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1:30 PM
|
WG3: Next steps
-
Joosep Pata
(National Institute of Chemical Physics and Biophysics (EE))
Ines Ochoa
(Laboratory of Instrumentation and Experimental Particle Physics (PT))
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1:45 PM
|
WG4: Next steps
-
André David
(CERN)
Nuno Roma
|
|
2:00 PM
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WG5: Next steps
-
Felice Pantaleo
(CERN)
Deniz Sunar Cerci
(Yildiz Technical University (TR))
Salim Cerci
(Yildiz Technical University (TR))
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2:15 PM
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EPIGRAPHY: Next steps
-
Thea Aarrestad
(ETH Zurich (CH))
Benedikt Maier
(Imperial College (GB))
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2:30 PM
|
--- Coffee break ---
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