Articles by Wojciech Kotłowski | Synthical

Synthical

Your space

Profile

Activity

Favorites

Folders

Feeds

Contacts

About

Claim page

Wojciech Kotłowski

Follow

Activity

Upvotes

Folders

Articles

13

A General Online Algorithm for Optimizing Complex Performance Metrics

20 June 2024 by Wojciech Kotłowski and others

Machine Learning

Noise misleads rotation invariant algorithms on sparse targets

5 March 2024 by Manfred Warmuth and others

Machine Learning

Consistent algorithms for multi-label classification with macro-at-k metrics

29 January 2024 by Erik Schultheis and others

Machine Learning

Learning from Randomly Initialized Neural Network Features

13 February 2022 by Ehsan Amid and others

Machine Learning

A case where a spindly two-layer linear network whips any neural network with a fully connected input layer

16 October 2020 by Manfred Warmuth and others

Machine Learning

Adaptive scale-invariant online algorithms for learning linear models

20 February 2019 by Michał Kempka and others

Machine Learning

Bandit Principal Component Analysis

8 February 2019 by Wojciech Kotłowski and Gergely Neu

Machine Learning

The Many Faces of Exponential Weights in Online Learning

5 June 2018 by Dirk Van Der Hoeven and others

Machine Learning

Scale-invariant unconstrained online learning

23 August 2017 by Wojciech Kotłowski

Machine Learning

Online Isotonic Regression

7 October 2016 by Wojciech Kotłowski and others

Machine Learning

Surrogate regret bounds for generalized classification performance metrics

7 October 2016 by Wojciech Kotłowski and Krzysztof Dembczyński

Machine Learning

PCA with Gaussian perturbations

23 July 2015 by Wojciech Kotłowski and Manfred Warmuth

Machine Learning

Consistent optimization of AMS by logistic loss minimization

5 December 2014 by Wojciech Kotłowski

Machine Learning

Prequential Plug-In Codes that Achieve Optimal Redundancy Rates even if the Model is Wrong

3 February 2010 by Peter Grünwald and Wojciech Kotłowski

Information Theory, Machine Learning

This is an AI-generated summary

Key points

Topics

Machine Learning Information Theory Statistics Theory