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141
Learning to infer structures of network games
Published 2022“…Journal of Machine Learning Research…”
Conference item -
142
Towards a theoretical understanding of the robustness of variational autoencoders
Published 2021“…Journal of Machine Learning Research…”
Conference item -
143
SoQal: selective oracle questioning for consistency based active learning of cardiac signals
Published 2022“…Journal of Machine Learning Research…”
Conference item -
144
Interacting particle Markov chain Monte Carlo
Published 2016“…Journal of Machine Learning Research…”
Conference item -
145
Position: near to mid-term risks and opportunities of open-source generative AI
Published 2024“…Journal of Machine Learning Research…”
Conference item -
146
Outlier-robust subsampling techniques for persistent homology
Published 2023“…Journal of Machine Learning Research…”
Journal article -
147
Policy gradient methods find the Nash equilibrium in N-player general-sum linear-quadratic games
Published 2023“…Journal of Machine Learning Research…”
Journal article -
148
HSVI-based online minimax strategies for partially observable stochastic games with neural perception mechanisms
Published 2024“…Journal of Machine Learning Research…”
Conference item -
149
On the hardness of robust classification
Published 2021“…Journal of Machine Learning Research…”
Journal article -
150
TACO: Learning task decomposition via temporal alignment for control
Published 2018“…Journal of Machine Learning Research…”
Conference item -
151
MSGNN: a spectral graph neural network based on a novel magnetic signed Laplacian
Published 2022“…Journal of Machine Learning Research…”
Conference item -
152
Differentiable particle filtering via entropy-regularized optimal transport
Published 2021“…Journal of Machine Learning Research…”
Conference item -
153
Batch differentiable pose refinement for in-the-wild camera/LiDAR extrinsic calibration
Published 2023“…Journal of Machine Learning Research…”
Conference item -
154
Conditionally Gaussian PAC-Bayes
Published 2022“…Journal of Machine Learning Research…”
Conference item -
155
Exploiting sparsity for neural network verification
Published 2021“…Journal of Machine Learning Research…”
Conference item -
156
Online trans-dimensional von Mises-Fisher mixture models for user profiles
Published 2016“…Journal of Machine Learning Research…”
Journal article -
157
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158
Linear regression over networks with communication guarantees
Published 2021“…Journal of Machine Learning Research…”
Conference item -
159
Certifying ensembles: a general certification theory with s-lipschitzness
Published 2023“…Journal of Machine Learning Research…”
Conference item -
160
On the expected size of conformal prediction sets
Published 2023“…Journal of Machine Learning Research…”
Conference item