Search Results for author: Damian Leśniak

Found 6 papers, 2 papers with code

Aleph: Efficient Atomic Broadcast in Asynchronous Networks with Byzantine Nodes

1 code implementation14 Aug 2019 Adam Gągol, Damian Leśniak, Damian Straszak, Michał Świętek

Virtually every cryptocurrency system has such a protocol at its core, and it is the efficiency of this protocol that determines the overall throughput and latency of the system.

Distributed, Parallel, and Cluster Computing Cryptography and Security

On Latent Distributions Without Finite Mean in Generative Models

no code implementations5 Jun 2018 Damian Leśniak, Igor Sieradzki, Igor Podolak

We investigate the properties of multidimensional probability distributions in the context of latent space prior distributions of implicit generative models.

Learning to SMILE(S)

no code implementations19 Feb 2016 Stanisław Jastrzębski, Damian Leśniak, Wojciech Marian Czarnecki

This paper shows how one can directly apply natural language processing (NLP) methods to classification problems in cheminformatics.

Activity Prediction General Classification

Distribution-Interpolation Trade off in Generative Models

no code implementations ICLR 2019 Damian Leśniak, Igor Sieradzki, Igor Podolak

We investigate the properties of multidimensional probability distributions in the context of latent space prior distributions of implicit generative models.

Accidental exploration through value predictors

no code implementations Tomasz Kisielewski, Damian Leśniak, Maia Pasek

Infinite length of trajectories is an almost universal assumption in the theoretical foundations of reinforcement learning.

reinforcement-learning Reinforcement Learning (RL)

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