Concept
Bernoulli trial
Related publications (9)
Double Quasi-Poisson Algebras are Pre-Calabi-Yau
In this article, we prove that double quasi-Poisson algebras, which are noncommutative analogues of quasi-Poisson manifolds, naturally give rise to pre-Calabi-Yau algebras. This extends one of the main results in [11], where a correspondence between certai ...
2022Timing is Everything
In this thesis, timing is everything. In the first part, we mean this literally, as we tackle systems that encode information using timing alone. In the second part, we adopt the standard, metaphoric interpretation of this saying and show the importance of ...
EPFL2022CauseOccam: Learning Interpretable Abstract Representations in Reinforcement Learning Environments via Model Sparsity
"I choose this restaurant because they have vegan sandwiches" could be a typical explanation we would expect from a human. However, current Reinforcement Learning (RL) techniques are not able to provide such explanations, when trained on raw pixels. RL alg ...
2021Efficient learning of smooth probability functions from Bernoulli tests with guarantees.
Volkan Cevher, Paul Thierry Yves Rolland, Ali Kavis
We study the fundamental problem of learning an unknown, smooth probability function via pointwise Bernoulli tests. We provide a scalable algorithm for efficiently solving this problem with rigorous guarantees. In particular, we prove the convergence rate ...
2019