Damian Lesniak

Publication Activity (10 Years)

Years Active: 2016-2019
Publications (10 Years): 8

Top Topics

Discriminative Learning Framework

Generative Model

Top Venues

J. Chem. Inf. Model.

Publications

Adam Gagol, Damian Lesniak, Damian Straszak, Michal Swietek
Aleph: Efficient Atomic Broadcast in Asynchronous Networks with Byzantine Nodes. CoRR (2019)
Adam Gagol, Damian Lesniak, Damian Straszak, Michal Swietek
Aleph: Efficient Atomic Broadcast in Asynchronous Networks with Byzantine Nodes. AFT (2019)
Damian Lesniak, Sabina Podlewska, Stanislaw Jastrzebski, Igor Sieradzki, Andrzej J. Bojarski, Jacek Tabor
Development of New Methods Needs Proper Evaluation - Benchmarking Sets for Machine Learning Experiments for Class A GPCRs. J. Chem. Inf. Model. 59 (12) (2019)
Damian Lesniak, Igor Sieradzki, Igor T. Podolak
Distribution-Interpolation Trade off in Generative Models. ICLR (Poster) (2019)
Igor T. Podolak, Adam Roman, Arkadiusz Czekajski, Damian Lesniak, Bartosz Zielinski
Variational auto-encoders for generating feature-preserving automata. NCMA (2019)
Damian Lesniak, Igor Sieradzki, Igor T. Podolak
On Latent Distributions Without Finite Mean in Generative Models. CoRR (2018)
Stanislaw Jastrzebski, Damian Lesniak, Wojciech Marian Czarnecki
How to evaluate word embeddings? On importance of data efficiency and simple supervised tasks. CoRR (2017)
Stanislaw Jastrzebski, Damian Lesniak, Wojciech Marian Czarnecki
Learning to SMILE(S). CoRR (2016)