Roi Weiss
10 papers · 2013–2025 · 5 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird 💎 Century Club · Bronze
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Conference Pioneer
Top co-authors
Research topics
Keywords
multi-class classification
(4)
metric space
(3)
bayes consistency
(3)
generalization bound
(3)
universal consistency
(2)
nearest neighbor classifier
(2)
nearest neighbor
(2)
hidden markov model
(2)
nonparametric classification
(2)
parameter estimation
(2)
nearest neighbor classification
(1)
sample compression
(1)
rademacher complexity
(1)
margin-based learning
(1)
finite sample error bounds
(1)
tensor decomposition
(1)
minimax optimal
(1)
exponential family
(1)
margin condition
(1)
margin-based classification
(1)
Papers
The Empirical Mean is Minimax Optimal for Local Glivenko-Cantelli
ICML 2025
Weighted distance nearest neighbor condensing
ICML 2024
On Error and Compression Rates for Prototype Rules
AAAI 2023
Universal consistency and rates of convergence of multiclass prototype algorithms in metric spaces
JMLR 2021
Learning Binary Latent Variable Models: A Tensor Eigenpair Approach
ICML 2018
Nearest-Neighbor Sample Compression: Efficiency, Consistency, Infinite Dimensions
NeurIPS 2017
A Bayes consistent 1-NN classifier
AISTATS 2015
Learning Parametric-Output HMMs with Two Aliased States
ICML 2015
Maximum Margin Multiclass Nearest Neighbors
ICML 2014
On learning parametric-output HMMs
ICML 2013