User:Quaenuncabibis/Clément Hongler: Difference between revisions
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| fields = Statistical mechanics, probability, quantum field theory, conformal field theory, machine learning, neural networks |
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| workplaces = [[École Polytechnique Fédérale de Lausanne|EPFL]] (École Polytechnique Fédérale de Lausanne) |
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'''Clément Hongler''' (born 19xx in ) is a Swiss XXX. He/She is a professor of XXX at [[École Polytechnique Fédérale de Lausanne|EPFL]] (École Polytechnique Fédérale de Lausanne) and the head of the |
'''Clément Hongler''' (born 19xx in ) is a Swiss XXX. He/She is a professor of XXX at [[École Polytechnique Fédérale de Lausanne|EPFL]] (École Polytechnique Fédérale de Lausanne) and the head of the Laboratory of . |
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== Career == |
== Career == |
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Clément Hongler received his M.Sc. in mathematics from the EPFL in 2008. |
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Under the direction of [[Stanislav Smirnov]], he earned his Ph.D. in 2010 at the University of Geneva for his thesis on "Conformal Invariance of Ising Model Correlations."<ref>{{Cite book |url=https://infoscience.epfl.ch/record/200290?ln=en |title=Conformal Invariance of Ising Model Correlations |date=2010 |publisher=Université de Genève |editor-last=Hongler |editor-first=Clément}}</ref> From September 2010 to July 2014, he worked as a Ritt Assistant Professor at Columbia University. |
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He has served as the Chair of Statistical Field Theory (CSFT) at EPFL since July 2014. |
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His current work focuses on lattice models and their relationships to learning theory, decentralized systems, and quantum field theories. |
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== Research == |
== Research == |
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Statistical mechanics, quantum field theory, learning theory, and decentralized systems make up the majority of our study. |
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Key projects include: |
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the examination of the relationship between conformal field theories and lattice models. More specifically, we are interested in exposing conformal field theory structures within lattice models, rigorously explaining phase transitions in lattice models in terms of conformal field theories, and connecting field theories with probabilistic objects like random curves and fields. Our goal is to properly combine discrete and continuous models, statistical and quantum theories, algebraic and probabilistic structures that appear in the study of phase transitions by building mathematically precise bridges between these items. |
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the dynamics of learning, especially during training of deep neural networks. More specifically, we use methods from probability, functional analysis, and algebra to study the dynamics of neural networks during supervised learning (such as regression or classification) or unsupervised learning (such as generative adversarial networks). We specifically look into how neural networks relate to other learning strategies (such kernel methods) and what makes them so effective for a variety of tasks. |
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Blockchain technology in particular, along with algorithmic game theory, are examples of decentralized systems. |
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== Distinctions == |
== Distinctions == |
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Hongler received the 2014 Blavantik Awards for Young Scientists<ref>{{Cite web |title=Clément Hongler {{!}} Blavatnik Awards for Young Scientists |url=http://blavatnikawards.org/honorees/profile/clement-hongler/ |access-date=2022-07-16 |website=blavatnikawards.org |language=en}}</ref> and the 2017 Latsis University Prize.<ref>{{Cite journal |last=Marti-Rochat |first=Patricia |date=2017-08-10 |title=University Latsis Award EPFL 2017 – Clément Hongler |url=https://actu.epfl.ch/news/university-latsis-award-epfl-2017-clement-hongler/ |language=en}}</ref> |
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== Selected works == |
== Selected works == |
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== External links == |
== External links == |
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* Website of the [https://www.epfl.ch/ |
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[[:Category:École Polytechnique Fédérale de Lausanne faculty]] |
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[[:Category:XXXX women scientists]] |
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Revision as of 07:47, 18 July 2022
Professor Clément Hongler | |
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Born | YYYY (age Expression error: Unrecognized word "yyyy".–Expression error: Unrecognized word "yyyy".)Expression error: Unrecognized word "yyyy". |
Scientific career | |
Institutions | EPFL (École Polytechnique Fédérale de Lausanne) |
Clément Hongler (born 19xx in ) is a Swiss XXX. He/She is a professor of XXX at EPFL (École Polytechnique Fédérale de Lausanne) and the head of the Laboratory of .
Career
Research
Distinctions
Selected works
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References
External links
- Quaenuncabibis/Clément Hongler publications indexed by Google Scholar
- Website of the Laboratory of XXXX
Category:XXXX births Category:Living people Category:UXXXX alumni Category:XXXX alumni Category:École Polytechnique Fédérale de Lausanne faculty Category:XXXX women scientists Category: XXXX Category: XXXX