James Martens
16 papers
· 2010–2024
· 5 conferences
· across top CS/AI conferences
Achievements
π£
Hot Topic Early Bird
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Renaissance Researcher
(5)
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Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(10)
π§
Keyword Pioneer
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Cross-Pollinator
(14)
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Conference Polyglot
(5)
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Academic Marathon
(14)
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Keyword Champion
(2)
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Century Club
(16)
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Conference Pioneer
β
The Questioner
Conferences
NIPS (5)
ICLR (4)
ICML (4)
JMLR (2)
AISTATS (1)
Top co-authors
Keywords
natural gradient
(4)
second-order optimization
(3)
convergence analysis
(2)
neural network
(2)
stochastic gradient descent
(2)
gradient descent
(2)
generative adversarial network
(2)
fisher information matrix
(2)
symplectic gradient adjustment
(2)
hamiltonian game
(2)
differentiable game
(2)
restricted boltzmann machine
(2)
kronecker factorization
(2)
nash equilibrium
(1)
probabilistic inference
(1)
markov chain monte carlo
(1)
neural network theory
(1)
adversarial robustness
(1)
representation learning
(1)
neural network optimization
(1)
Papers
Differentiable Game Mechanics
JMLR 2019
Parallelizable Sampling of Markov Random Fields
AISTATS 2010