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08:30
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Welcome Presentation
-
Ben Nachman
(Lawrence Berkeley National Lab. (US))
Aishik Ghosh
(University of California Irvine (US))
Elham E Khoda
(University of Washington (US))
(59/4102)
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09:00
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Introduction to Machine Learning: Part I
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Javier Mauricio Duarte
(Univ. of California San Diego (US))
(59/4102)
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10:30
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--- Break ---
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11:00
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Tutorial: ML Tools and Techniques
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Jay Chan
(University of Wisconsin Madison (US))
Kehang Bai
(University of Oregon (US))
(59/4102)
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09:00
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Overview of ML in particle physics
-
Ben Nachman
(Lawrence Berkeley National Lab. (US))
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10:30
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--- Coffee Break ---
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11:00
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Graph NN: part I
-
Javier Mauricio Duarte
(Univ. of California San Diego (US))
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09:00
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Uncertainties
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Aishik Ghosh
(University of California Irvine (US))
(59/4102)
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10:00
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--- Coffee Break ---
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10:30
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Unfolding
-
Vinicius Massami Mikuni
(Lawrence Berkeley National Lab. (US))
(59/4102)
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09:00
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Transformers
-
Alexander Shamakov
(UC Irvine)
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10:00
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--- Coffee Break ---
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10:30
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Software deployment with ONNXRuntime
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Dhanush Anil Hangal
(Lawrence Livermore Nat. Laboratory (US))
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12:30
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--- Lunch (on your own) ---
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14:00
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Introduction to Machine Learning: Part II
-
Elham E Khoda
(University of Washington (US))
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15:30
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--- Break ---
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15:45
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Tutorial: Neural Networks
-
Kehang Bai
(University of Oregon (US))
Jay Chan
(University of Wisconsin Madison (US))
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12:30
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--- Lunch (on your own) ---
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14:00
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Graph NN: Part II
-
Javier Mauricio Duarte
(Univ. of California San Diego (US))
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15:00
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Generative Models: Part I
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Sascha Diefenbacher
(Lawrence Berkeley National Lab. (US))
Vinicius Massami Mikuni
(Lawrence Berkeley National Lab. (US))
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15:45
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--- Coffee Break ---
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16:15
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Generative Models: Part II
-
Sascha Diefenbacher
(Lawrence Berkeley National Lab. (US))
Vinicius Massami Mikuni
(Lawrence Berkeley National Lab. (US))
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12:00
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--- Lunch (on your own) ---
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13:30
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Differentiable Programming with JAX
-
Arnur Nigmetov
(LBNL)
Nithin Chalapathi
(University of California, Berkeley)
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15:30
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--- Coffee Break ---
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16:00
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Industry Talk
- Dr
Chen Luo
(Amazon.com)
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17:00
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Networking
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18:00
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--- Dinner (Jupiter Restaurant, Downtown Berkeley) ---
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12:00
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--- Lunch (on your own) ---
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13:30
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Hardware deployment with hls4ml
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Elham E Khoda
(University of Washington (US))
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15:00
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--- Coffee Break ---
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15:30
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Large Language Models
-
Xiangyang Ju
(Lawrence Berkeley National Lab. (US))
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16:30
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Closing Remarks
-
Aishik Ghosh
(University of California Irvine (US))
Elham E Khoda
(University of Washington (US))
Ben Nachman
(Lawrence Berkeley National Lab. (US))
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