Laura Toni

Laura Toni

University College London

H-index: 22

Europe-United Kingdom

About Laura Toni

Laura Toni, With an exceptional h-index of 22 and a recent h-index of 16 (since 2020), a distinguished researcher at University College London, specializes in the field of reinforcement learning, online learning, virtual reality, multimedia, graph signal processing.

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

MilliNoise: a Millimeter-wave Radar Sparse Point Cloud Dataset in Indoor Scenarios

Learning algorithm generalization error bounds via auxiliary distributions

Extending 3-DoF metrics to model user behaviour similarity in 6-DoF immersive applications

Image embedding and user multi-preference modeling for data collection sampling

Streaming and user behavior in omnidirectional videos

Online network source optimization with graph-kernel MAB

Does behavioral diversity in intrinsic rewards help exploration?

Midi: Mixed graph and 3d denoising diffusion for molecule generation

Laura Toni Information

University

Position

Lecturer

Citations(all)

1674

Citations(since 2020)

1049

Cited By

987

hIndex(all)

22

hIndex(since 2020)

16

i10Index(all)

44

i10Index(since 2020)

32

Email

University Profile Page

University College London

Google Scholar

View Google Scholar Profile

Laura Toni Skills & Research Interests

reinforcement learning

online learning

virtual reality

multimedia

graph signal processing

Top articles of Laura Toni

Title

Journal

Author(s)

Publication Date

MilliNoise: a Millimeter-wave Radar Sparse Point Cloud Dataset in Indoor Scenarios

Walter Brescia

Pedro Gomes

Laura Toni

Saverio Mascolo

Luca De Cicco

2024/4/15

Learning algorithm generalization error bounds via auxiliary distributions

IEEE Journal on Selected Areas in Information Theory

Gholamali Aminian

Saeed Masiha

Laura Toni

Miguel RD Rodrigues

2024/4/25

Extending 3-DoF metrics to model user behaviour similarity in 6-DoF immersive applications

Silvia Rossi

Irene Viola

Laura Toni

Pablo Cesar

2023/6/7

Image embedding and user multi-preference modeling for data collection sampling

EURASIP Journal on Advances in Signal Processing

Anju Jose Tom

Laura Toni

Thomas Maugey

2023/10/18

Streaming and user behavior in omnidirectional videos

Silvia Rossi

Alan Guedes

Laura Toni

2023/1/1

Online network source optimization with graph-kernel MAB

Laura Toni

Pascal Frossard

2023/9/17

Does behavioral diversity in intrinsic rewards help exploration?

Aya Kayal

Eduardo Pignatelli

Laura Toni

2023/12/7

Midi: Mixed graph and 3d denoising diffusion for molecule generation

Clement Vignac

Nagham Osman

Laura Toni

Pascal Frossard

2023/9/17

A survey of temporal credit assignment in deep reinforcement learning

arXiv preprint arXiv:2312.01072

Eduardo Pignatelli

Johan Ferret

Matthieu Geist

Thomas Mesnard

Hado van Hasselt

...

2023/12/2

Bootstrapped personalized popularity for cold start recommender systems

Iason Chaimalas

Duncan Martin Walker

Edoardo Gruppi

Benjamin Richard Clark

Laura Toni

2023/9/14

Information-theoretic characterizations of generalization error for the Gibbs algorithm

IEEE Transactions on Information Theory

Gholamali Aminian

Yuheng Bu

Laura Toni

Miguel RD Rodrigues

Gregory W Wornell

2023/11/2

Correlation between Entropy and Prediction Error in VR Head Motion Trajectories

Silvia Rossi

Laura Toni

Pablo Cesar

2023/10/29

AGAR-Attention Graph-RNN for Adaptative Motion Prediction of Point Clouds of Deformable Objects

arXiv preprint arXiv:2307.09936

Pedro Gomes

Silvia Rossi

Laura Toni

2023/7/19

Graph-based learning for leak detection and localisation in water distribution networks

IFAC-PapersOnLine

Garðar Örn Garðarsson

Francesca Boem

Laura Toni

2022/1/1

Neural Semi-Counterfactual Risk Minimization

Gholamali Aminian

Roberto Vega

Omar Rivasplata

Laura Toni

Miguel RD Rodrigues

2022/9/29

Semi-Counterfactual Risk Minimization Via Neural Networks

arXiv preprint arXiv:2209.07148

Gholamali Aminian

Roberto Vega

Omar Rivasplata

Laura Toni

Miguel Rodrigues

2022/9/15

An information-theoretical approach to semi-supervised learning under covariate-shift

Gholamali Aminian

Mahed Abroshan

Mohammad Mahdi Khalili

Laura Toni

Miguel Rodrigues

2022/5/3

Explaining Hierarchical Features in Dynamic Point Cloud Processing

Pedro Gomes

Silvia Rossi

Laura Toni

2022/12/7

Characterizing and understanding the generalization error of transfer learning with Gibbs algorithm

Yuheng Bu

Gholamali Aminian

Laura Toni

Gregory W Wornell

Miguel Rodrigues

2022/5/3

Message from the Technical Program Chairs and the Program Coordinator

MM 2019-Proceedings of the 27th ACM International Conference on Multimedia

Guillaume Gravier

HS Hung

Chong Wah Ngo

Wei Tsang Ooi

Tat Seng Chua

2019

See List of Professors in Laura Toni University(University College London)

Co-Authors

H-index: 93
Michele Zorzi

Michele Zorzi

Università degli Studi di Padova

H-index: 66
Pascal Frossard

Pascal Frossard

École Polytechnique Fédérale de Lausanne

H-index: 38
Paolo Casari

Paolo Casari

Università degli Studi di Trento

H-index: 19
Federico Chiariotti

Federico Chiariotti

Aalborg Universitet

H-index: 18
Chenglin Li

Chenglin Li

Shanghai Jiao Tong University

H-index: 7
Silvia Rossi

Silvia Rossi

University College London

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