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41
Communicating via Markov decision processes
Published 2022“…Journal of Machine Learning Research…”
Conference item -
42
One-class classification of point patterns of extremes
Published 2016“…Journal of Machine Learning Research…”
Journal article -
43
Black-box policy search with probabilistic programs
Published 2016“…Journal of Machine Learning Research…”
Conference item -
44
GradientDICE: rethinking generalized offline estimation of stationary values
Published 2020“…Journal of Machine Learning Research…”
Conference item -
45
On the limitations of representing functions on sets
Published 2019“…Journal of Machine Learning Research…”
Conference item -
46
An analysis of convex relaxations for MAP estimation of discrete MRFs
Published 2009“…Journal of Machine Learning Research…”
Journal article -
47
Engineering a large language model from scratch
Published 2024“…Journal of Machine Learning Research…”
Journal article -
48
GLASSES: Relieving the myopia of Bayesian optimisation
Published 2016“…Journal of Machine Learning Research…”
Conference item -
49
Signature moments to characterize laws of stochastic processes
Published 2022“…Journal of Machine Learning Research…”
Journal article -
50
Adversarial robustness guarantees for Gaussian processes
Published 2022“…Journal of Machine Learning Research…”
Journal article -
51
Outlier-robust Kalman filtering through generalised Bayes
Published 2024“…Journal of Machine Learning Research…”
Conference item -
52
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53
Probably approximately correct stability of allocations in uncertain coalitional games with private sampling
Published 2024“…Journal of Machine Learning Research…”
Conference item -
54
DAMNETS: a deep autoregressive model for generating Markovian network time series
Published 2022“…Journal of Machine Learning Research…”
Conference item -
55
DiCE: The infinitely differentiable Monte Carlo estimator
Published 2018“…Journal of Machine Learning Research…”
Conference item -
56
QMIX: Monotonic value function factorisation for deep multi-agent reinforcement learning
Published 2018“…Journal of Machine Learning Research…”
Conference item -
57
On PAC-Bayesian reconstruction guarantees for VAEs
Published 2022“…Journal of Machine Learning Research…”
Conference item -
58
Consistency of Gaussian process regression in metric spaces
Published 2021“…Journal of Machine Learning Research…”
Journal article -
59
Faster algorithms for Markov equivalence
Published 2020“…Journal of Machine Learning Research…”
Journal article -
60
Position: reinforcement learning in dynamic treatment regimes needs critical reexamination
Published 2024“…Journal of Machine Learning Research…”
Conference item