Francis Bach
124 papers
· 2008–2025
· 13 conferences
· across top CS/AI conferences
Achievements
π
Conference Polyglot
(13)
πΊοΈ
Taxonomy Completionist
(29)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Cross-Pollinator
(11)
π
Renaissance Researcher
(6)
π
Interdisciplinary Bridge
π
Academic Marathon
(17)
π
Conference Loyalist
(33)
π
Keyword Trendsetter Combo
(7)
πΊ
Lone Wolf
(5)
π€
Dynamic Duo
(16)
π
Keyword Champion
(2)
π¬
Deep Specialist
(50)
ποΈ
Keyword Collector
(118)
π
Trend Setter
π₯
Unstoppable
(18)
π
Conference Pioneer
β‘
Prolific Year
(9)
β
The Questioner
π
Century Club
(124)
Conferences
NIPS (33)
AISTATS (26)
JMLR (21)
ICML (18)
COLT (16)
CVPR (2)
ICLR (2)
COLING (1)
CONLL (1)
EMNLP (1)
ICCV (1)
IJCAI (1)
INTERSPEECH (1)
Top co-authors
Research topics
Keywords
convex optimization
(21)
convergence rate
(12)
stochastic gradient descent
(11)
kernel methods
(10)
stochastic optimization
(9)
gradient descent
(8)
structured prediction
(8)
neural network
(7)
convex relaxation
(6)
stochastic gradient
(6)
optimal transport
(6)
least squares regression
(6)
proximal operator
(5)
distributed optimization
(4)
independent component analysis
(4)
non-convex optimization
(4)
generalization bound
(4)
combinatorial optimization
(4)
dictionary learning
(4)
convergence analysis
(4)
Papers
Physics-informed Kernel Learning
JMLR 2025
Chain of Log-Concave Markov Chains
ICLR 2024
Kernelized Diffusion Maps
COLT 2023
Sampling from Arbitrary Functions via PSD Models
AISTATS 2022
On the Consistency of Max-Margin Losses
AISTATS 2022
Fast Rates for Structured Prediction
COLT 2021
Sample Complexity of Sinkhorn Divergences
AISTATS 2019
Sharp Analysis of Learning with Discrete Losses
AISTATS 2019
Overcomplete Independent Component Analysis via SDP
AISTATS 2019
Localized Structured Prediction
NIPS 2019
A Generic Approach for Escaping Saddle points
AISTATS 2018
Regularized Nonlinear Acceleration
NIPS 2016
Structured Sparse Principal Component Analysis
AISTATS 2010