Wojciech Kotłowski
11 papers · 2011–2021 · 3 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🐣 Hot Topic Early Bird 🗺️ Taxonomy Completionist (11) 🧭 Keyword Pioneer 🌍 Conference Polyglot (3)
🏃
Academic Marathon
(10)
🗺️
Taxonomy Completionist
(11)
📈
Trend Setter
💎
Century Club
(11)
🔥
Unstoppable
(6)
🚀
Conference Pioneer
Conferences
COLT (8)
ALT (2)
ICML (1)
Top co-authors
Research topics
Keywords
regret bound
(5)
online learning
(4)
gradient descent
(2)
exponential weight
(2)
uncertainty quantification
(1)
kl divergence
(1)
isotonic regression
(1)
bandit feedback
(1)
mirror descent
(1)
log loss
(1)
matrix prediction
(1)
surrogate loss
(1)
expert advice
(1)
sequential prediction
(1)
follow perturbed leader
(1)
linear network
(1)
online portfolio selection
(1)
online gradient descent
(1)
rotation matrix
(1)
bayesian prediction
(1)
Papers
A case where a spindly two-layer linear network decisively outperforms any neural network with a fully connected input layer
ALT 2021
Open Problem: Fast and Optimal Online Portfolio Selection
COLT 2020
Bandit Principal Component Analysis
COLT 2019
The Many Faces of Exponential Weights in Online Learning
COLT 2018
Scale-Invariant Unconstrained Online Learning
ALT 2017
Consistency Analysis for Binary Classification Revisited
ICML 2017
Online Isotonic Regression
COLT 2016
Follow the Leader with Dropout Perturbations
COLT 2014
Minimax Algorithm for Learning Rotations
COLT 2011
Bounds on Individual Risk for Log-loss Predictors
COLT 2011
Maximum Likelihood vs. Sequential Normalized Maximum Likelihood in On-line Density Estimation
COLT 2011