Martin Slawski
11 papers · 2011–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (10) π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (4)
π
Interdisciplinary Bridge
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Conference Polyglot
(4)
π
Academic Marathon
(13)
ποΈ
Keyword Collector
(73)
π
Century Club
(11)
π
Trend Setter
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Conference Pioneer
Conferences
NIPS (6)
AISTATS (2)
JMLR (2)
UAI (1)
Top co-authors
Keywords
random projection
(3)
dimensionality reduction
(3)
permutation recovery
(2)
constrained optimization
(2)
linear regression
(2)
cosine similarity
(2)
matrix factorization
(1)
binary matrix factorization
(1)
bayesian inference
(1)
optimal transport
(1)
sparse representation
(1)
non-convex optimization
(1)
low-rank approximation
(1)
outlier detection
(1)
label noise
(1)
em algorithm
(1)
l1 regularization
(1)
nearest neighbor search
(1)
nonparametric estimation
(1)
maximum likelihood
(1)
Papers
Permuted and Unlinked Monotone Regression in R^d: an approach based on mixture modeling and optimal transport
JMLR 2024
Regularization for Shuffled Data Problems via Exponential Family Priors on the Permutation Group
AISTATS 2023
Two-Stage Approach to Multivariate Linear Regression with Sparsely Mismatched Data
JMLR 2020
A Sparse Representation-Based Approach to Linear Regression with Partially Shuffled Labels
UAI 2019
Simple strategies for recovering inner products from coarsely quantized random projections
NIPS 2017
Compressed Least Squares Regression revisited
AISTATS 2017
Quantized Random Projections and Non-Linear Estimation of Cosine Similarity
NIPS 2016
Regularization-Free Estimation in Trace Regression with Symmetric Positive Semidefinite Matrices
NIPS 2015
b-bit Marginal Regression
NIPS 2015
Matrix factorization with binary components
NIPS 2013
Sparse recovery by thresholded non-negative least squares
NIPS 2011