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Max Welling

Max Welling

Universiteit van Amsterdam

H-index: 102

Europe-Netherlands

Contact Max Welling

About Max Welling

Max Welling, With an exceptional h-index of 102 and a recent h-index of 84 (since 2020), a distinguished researcher at Universiteit van Amsterdam, specializes in the field of Machine Learning, Artificial Intelligence, Statistics.

His recent articles reflect a diverse array of research interests and contributions to the field:

DNA: Differentially private Neural Augmentation for contact tracing

System and method with spherical autoencoder for object discovery

Device and method for training a normalizing flow

Equivariant 3D-conditional diffusion model for molecular linker design

Protect Your Score: Contact-Tracing with Differential Privacy Guarantees

Data-driven probabilistic modeling of wireless channels using conditional variational auto-encoders

Stochastic Optimal Control for Collective Variable Free Sampling of Molecular Transition Paths

Flow Factorized Representation Learning

Max Welling Information

University

Position

Professor Machine Learning

Citations(all)

124253

Citations(since 2020)

105555

Cited By

49852

hIndex(all)

102

hIndex(since 2020)

84

i10Index(all)

288

i10Index(since 2020)

233

Email

University Profile Page

Google Scholar

Max Welling Skills & Research Interests

Machine Learning

Artificial Intelligence

Statistics

Top articles of Max Welling

DNA: Differentially private Neural Augmentation for contact tracing

arXiv preprint arXiv:2404.13381

2024/4/20

Max Welling
Max Welling

H-Index: 62

System and method with spherical autoencoder for object discovery

2024/4/18

Device and method for training a normalizing flow

2024/4/16

Equivariant 3D-conditional diffusion model for molecular linker design

Nature Machine Intelligence

2024/4/11

Ilia Igashov
Ilia Igashov

H-Index: 1

Hannes Stärk
Hannes Stärk

H-Index: 1

Clément Vignac
Clément Vignac

H-Index: 2

Victor Garcia Satorras
Victor Garcia Satorras

H-Index: 4

Pascal Frossard
Pascal Frossard

H-Index: 38

Max Welling
Max Welling

H-Index: 62

Michael Bronstein
Michael Bronstein

H-Index: 7

Bruno Correia
Bruno Correia

H-Index: 21

Protect Your Score: Contact-Tracing with Differential Privacy Guarantees

Proceedings of the AAAI Conference on Artificial Intelligence

2024/3/24

Max Welling
Max Welling

H-Index: 62

Data-driven probabilistic modeling of wireless channels using conditional variational auto-encoders

2024/3/12

Stochastic Optimal Control for Collective Variable Free Sampling of Molecular Transition Paths

Advances in Neural Information Processing Systems

2024/2/13

Lars Holdijk
Lars Holdijk

H-Index: 3

Yuanqi Du
Yuanqi Du

H-Index: 0

Priyank Jaini
Priyank Jaini

H-Index: 8

Max Welling
Max Welling

H-Index: 62

Flow Factorized Representation Learning

Advances in Neural Information Processing Systems

2024/2/13

Yue Song
Yue Song

H-Index: 3

Nicu Sebe
Nicu Sebe

H-Index: 63

Max Welling
Max Welling

H-Index: 62

Wasserstein quantum Monte Carlo: a novel approach for solving the quantum many-body Schrödinger equation

Advances in Neural Information Processing Systems

2024/2/13

Jannes Nys
Jannes Nys

H-Index: 13

Qiang Liu
Qiang Liu

H-Index: 6

Max Welling
Max Welling

H-Index: 62

Alireza Makhzani
Alireza Makhzani

H-Index: 8

Lie Point Symmetry and Physics-Informed Networks

Advances in Neural Information Processing Systems

2024/2/13

Johannes Brandstetter
Johannes Brandstetter

H-Index: 115

Max Welling
Max Welling

H-Index: 62

Siamak Ravanbakhsh
Siamak Ravanbakhsh

H-Index: 13

Rotating features for object discovery

Advances in Neural Information Processing Systems

2024/2/13

Sindy Löwe
Sindy Löwe

H-Index: 3

Phillip Lippe
Phillip Lippe

H-Index: 2

Max Welling
Max Welling

H-Index: 62

Binding Dynamics in Rotating Features

arXiv preprint arXiv:2402.05627

2024/2/8

Sindy Löwe
Sindy Löwe

H-Index: 3

Max Welling
Max Welling

H-Index: 62

Position Paper: Bayesian Deep Learning in the Age of Large-Scale AI

2024/2

Theodore Papamarkou
Theodore Papamarkou

H-Index: 12

Maria Skoularidou
Maria Skoularidou

H-Index: 3

Laurence Aitchison
Laurence Aitchison

H-Index: 11

Maurizio Filippone
Maurizio Filippone

H-Index: 20

Aliaksandr Hubin
Aliaksandr Hubin

H-Index: 5

Agustinus Kristiadi
Agustinus Kristiadi

H-Index: 5

Yingzhen Li
Yingzhen Li

H-Index: 14

Stephan Mandt
Stephan Mandt

H-Index: 21

Christopher Nemeth
Christopher Nemeth

H-Index: 9

Michael A. Osborne
Michael A. Osborne

H-Index: 7

Tim G. J. Rudner
Tim G. J. Rudner

H-Index: 5

David Rügamer
David Rügamer

H-Index: 7

Yee Whye Teh
Yee Whye Teh

H-Index: 51

Max Welling
Max Welling

H-Index: 62

Andrew Gordon Wilson
Andrew Gordon Wilson

H-Index: 35

Ruqi Zhang
Ruqi Zhang

H-Index: 4

Publisher Correction: Scientific discovery in the age of artificial intelligence

Nature

2023/9

Hanchen Wang
Hanchen Wang

H-Index: 5

Tianfan Fu
Tianfan Fu

H-Index: 8

Yuanqi Du
Yuanqi Du

H-Index: 0

Wenhao Gao
Wenhao Gao

H-Index: 2

Kexin Huang
Kexin Huang

H-Index: 4

Ziming Liu
Ziming Liu

H-Index: 15

Payal Chandak
Payal Chandak

H-Index: 1

Anima Anandkumar
Anima Anandkumar

H-Index: 40

Karianne Bergen
Karianne Bergen

H-Index: 7

Carla P Gomes
Carla P Gomes

H-Index: 7

Joan Lasenby
Joan Lasenby

H-Index: 20

Jure Leskovec
Jure Leskovec

H-Index: 103

Debora Marks
Debora Marks

H-Index: 40

Bharath Ramsundar
Bharath Ramsundar

H-Index: 15

Le Song
Le Song

H-Index: 60

Jimeng Sun
Jimeng Sun

H-Index: 57

Jian Tang
Jian Tang

H-Index: 2

Max Welling
Max Welling

H-Index: 62

Linfeng Zhang
Linfeng Zhang

H-Index: 8

Yoshua Bengio
Yoshua Bengio

H-Index: 165

Marinka Zitnik
Marinka Zitnik

H-Index: 25

Efficient Neural PDE-Solvers using Quantization Aware Training

arXiv preprint arXiv:2308.07350

2023/8/14

Max Welling
Max Welling

H-Index: 62

Scientific discovery in the age of artificial intelligence

2023/8/3

Hanchen Wang
Hanchen Wang

H-Index: 5

Tianfan Fu
Tianfan Fu

H-Index: 8

Yuanqi Du
Yuanqi Du

H-Index: 0

Wenhao Gao
Wenhao Gao

H-Index: 2

Kexin Huang
Kexin Huang

H-Index: 4

Ziming Liu
Ziming Liu

H-Index: 15

Payal Chandak
Payal Chandak

H-Index: 1

Anima Anandkumar
Anima Anandkumar

H-Index: 40

Karianne Bergen
Karianne Bergen

H-Index: 7

Carla P Gomes
Carla P Gomes

H-Index: 7

Joan Lasenby
Joan Lasenby

H-Index: 20

Jure Leskovec
Jure Leskovec

H-Index: 103

Debora Marks
Debora Marks

H-Index: 40

Bharath Ramsundar
Bharath Ramsundar

H-Index: 15

Le Song
Le Song

H-Index: 60

Jimeng Sun
Jimeng Sun

H-Index: 57

Jian Tang
Jian Tang

H-Index: 2

Max Welling
Max Welling

H-Index: 62

Linfeng Zhang
Linfeng Zhang

H-Index: 8

Yoshua Bengio
Yoshua Bengio

H-Index: 165

Marinka Zitnik
Marinka Zitnik

H-Index: 25

Hypernetwork Kalman filter for channel estimation and tracking

2023/7/11

Multi-object positioning using mixture density networks

2023/7/4

Neural wave machines: learning spatiotemporally structured representations with locally coupled oscillatory recurrent neural networks

2023/7/3

Max Welling
Max Welling

H-Index: 62

Geometric clifford algebra networks

2023/7/3

Max Welling
Max Welling

H-Index: 62

Johannes Brandstetter
Johannes Brandstetter

H-Index: 115

See List of Professors in Max Welling University(Universiteit van Amsterdam)