Victor Bapst
Victor Bapst
Verified email at math.uni-frankfurt.de
TitleCited byYear
Relational inductive biases, deep learning, and graph networks
PW Battaglia, JB Hamrick, V Bapst, A Sanchez-Gonzalez, V Zambaldi, ...
arXiv preprint arXiv:1806.01261, 2018
3482018
Sample efficient actor-critic with experience replay
Z Wang, V Bapst, N Heess, V Mnih, R Munos, K Kavukcuoglu, ...
arXiv preprint arXiv:1611.01224, 2016
2472016
Distral: Robust multitask reinforcement learning
Y Teh, V Bapst, WM Czarnecki, J Quan, J Kirkpatrick, R Hadsell, N Heess, ...
Advances in Neural Information Processing Systems, 4496-4506, 2017
1282017
The quantum adiabatic algorithm applied to random optimization problems: The quantum spin glass perspective
V Bapst, L Foini, F Krzakala, G Semerjian, F Zamponi
Physics Reports 523 (3), 127-205, 2013
1052013
Anomalous Softening of He 4 Crystals
X Rojas, A Haziot, V Bapst, S Balibar, HJ Maris
Physical review letters 105 (14), 145302, 2010
872010
Relational deep reinforcement learning
V Zambaldi, D Raposo, A Santoro, V Bapst, Y Li, I Babuschkin, K Tuyls, ...
arXiv preprint arXiv:1806.01830, 2018
472018
The condensation phase transition in random graph coloring
V Bapst, A Coja-Oghlan, S Hetterich, F Ra▀mann, D Vilenchik
Communications in Mathematical Physics 341 (2), 543-606, 2016
442016
On quantum mean-field models and their quantum annealing
V Bapst, G Semerjian
Journal of Statistical Mechanics: Theory and Experiment 2012 (06), P06007, 2012
402012
Generating interpretable images with controllable structure
S Reed, A van den Oord, N Kalchbrenner, V Bapst, M Botvinick, ...
312016
Hyperbolic attention networks
C Gulcehre, M Denil, M Malinowski, A Razavi, R Pascanu, KM Hermann, ...
arXiv preprint arXiv:1805.09786, 2018
262018
Relational inductive bias for physical construction in humans and machines
JB Hamrick, KR Allen, V Bapst, T Zhu, KR McKee, JB Tenenbaum, ...
arXiv preprint arXiv:1806.01203, 2018
182018
Harnessing the Bethe free energy
V Bapst, A Coja‐Oghlan
Random structures & algorithms 49 (4), 694-741, 2016
182016
Planting colourings silently
V Bapst, A Coja-Oghlan, C Efthymiou
Combinatorics, probability and computing 26 (3), 338-366, 2017
142017
A positive temperature phase transition in random hypergraph 2-coloring
V Bapst, A Coja-Oghlan, F Ra▀mann
The Annals of Applied Probability 26 (3), 1362-1406, 2016
142016
The condensation phase transition in the regular -SAT model
V Bapst, A Coja-Oghlan
arXiv preprint arXiv:1507.03512, 2015
142015
Lifshitz tails on the Bethe lattice: a combinatorial approach
V Bapst, G Semerjian
Journal of Statistical Physics 145 (1), 51, 2011
142011
Deep reinforcement learning with relational inductive biases
V Zambaldi, D Raposo, A Santoro, V Bapst, Y Li, I Babuschkin, K Tuyls, ...
132018
The large connectivity limit of the Anderson model on tree graphs
V Bapst
Journal of Mathematical Physics 55 (9), 092101, 2014
132014
Structured agents for physical construction
V Bapst, A Sanchez-Gonzalez, C Doersch, KL Stachenfeld, P Kohli, ...
arXiv preprint arXiv:1904.03177, 2019
42019
Effect of quantum fluctuations on the coloring of random graphs
V Bapst, G Semerjian, F Zamponi
Physical Review A 87 (4), 042322, 2013
42013
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Articles 1–20