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32nd International Conference on Machine Learning, ICML 2015, 2015, Volume 3, pp. 2332 - 2340
Conference Proceeding
Schedae Informaticae, ISSN 1732-3916, 2014, Volume 23, pp. 57 - 67
  Multithreshold Entropy Linear Classifier is a density based model which searches for a linear projection maximizing the Cauchy-Schwarz Divergence of dataset... 
Multithreshold classifier | Entropy | Approximation | Optimization | Kernels | Classifiers | Mathematical models | Density | Acceptability
Journal Article
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), ISSN 0302-9743, 2015, Volume 9284, pp. 52 - 67
Conference Proceeding
Postepy Dermatologii i Alergologii, ISSN 1642-395X, 10/2017, Volume 34, Issue 5, pp. 418 - 428
..., Aleksandra Lesiak2, Magdalena Ciążyńska3, Aldona Maciąg1, Elwira Paluchowska1, Luiza Marek-Józefowicz4, Rafał Czajkowski4 1Department of Dermatology, Military Institute... 
Dermatological adverse effects | BRAF inhibitor | MEK inhibitor | EGFR inhibitor | MONOCLONAL-ANTIBODY | DERMATOLOGY | TYROSINE KINASE INHIBITORS | CELL LUNG-CANCER | BREAST-CANCER | EGFR INHIBITORS | SKIN TOXICITY | ALLERGY | dermatological adverse effects | PHASE-I | NECITUMUMAB | 2ND-GENERATION | RADIATION RECALL DERMATITIS | Cancer therapies | Epidermal growth factor | Review Paper
Journal Article
The International Journal of Robotics Research, ISSN 0278-3649, 1/2020, Volume 39, Issue 1, pp. 3 - 20
We use reinforcement learning (RL) to learn dexterous in-hand manipulation policies that can perform vision-based object reorientation on a physical Shadow... 
Learning | Coefficient of friction | Policies | Human behavior | Physical properties
Journal Article
04/2017
We explore the properties of byte-level recurrent language models. When given sufficient amounts of capacity, training data, and compute time, the... 
Journal Article
Postȩpy dermatologii i alergologii, ISSN 1642-395X, 2017, Volume 2, Issue 2, pp. 120 - 125
..., Rafał Czajkowski1, Alina Borkowska2 1Chair of Dermatology, Sexually Transmitted Diseases and Immunodermatology, Faculty of Medicine in Bydgoszcz, Nicolaus... 
Depression | Executive functions | Prefrontal cortex | Psoriasis | Cognitive functions | SYSTEM | cognitive functions | prefrontal cortex | SYMPTOMS | DERMATOLOGY | ALLERGY | executive functions | psoriasis | PSYCHOLOGICAL DISTRESS | depression | QUALITY-OF-LIFE | STRESS | EXPRESSION | Pharmaceutical industry | Original Paper
Journal Article
Postepy Dermatologii i Alergologii, ISSN 1642-395X, 04/2018, Volume 35, Issue 2, pp. 212 - 216
...-Kwela, Rafał Czajkowski Chair of Dermatology, Sexually Transmitted Diseases and Immunodermatology, Nicolaus Copernicus University in Torun, Faculty of Medicine... 
INFLAMMATORY-BOWEL-DISEASE | ALLERGY | OF-THE-LITERATURE | DERMATOLOGY | Letter to the Editor
Journal Article
02/2017
Distributed training of deep learning models on large-scale training data is typically conducted with asynchronous stochastic optimization to maximize the rate... 
Journal Article
08/2016
Neuroscience is experiencing a data revolution in which many hundreds or thousands of neurons are recorded simultaneously. Currently, there is little consensus... 
Journal Article
04/2016
Distributed training of deep learning models on large-scale training data is typically conducted with asynchronous stochastic optimization to maximize the rate... 
Journal Article
02/2016
In this work we explore recent advances in Recurrent Neural Networks for large scale Language Modeling, a task central to language understanding. We extend... 
Computer Science - Computation and Language
Journal Article
2013 European Control Conference (ECC), 07/2013, pp. 1433 - 1438
The paper deals with the problem of robust fault estimation of non-linear discrete-time systems. In particular, it is shown how to employ the unknown input... 
Fault diagnosis | Observers | Fault tolerance | Attenuation | Robustness | Fault tolerant systems
Conference Proceeding
06/2016
The framework of normalizing flows provides a general strategy for flexible variational inference of posteriors over latent variables. We propose a new type of... 
Journal Article
08/2018
We use reinforcement learning (RL) to learn dexterous in-hand manipulation policies which can perform vision-based object reorientation on a physical Shadow... 
Journal Article
11/2015
General unsupervised learning is a long-standing conceptual problem in machine learning. Supervised learning is successful because it can be solved by the... 
Computer Science - Learning
Journal Article
11/2015
SIGNLL Conference on Computational Natural Language Learning (CONLL), 2016 The standard recurrent neural network language model (RNNLM) generates sentences one... 
Journal Article
12/2019
On April 13th, 2019, OpenAI Five became the first AI system to defeat the world champions at an esports game. The game of Dota 2 presents novel challenges for... 
Journal Article
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