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:

Learning algorithm generalization error bounds via auxiliary distributions

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

Does behavioral diversity in intrinsic rewards help exploration?

A survey of temporal credit assignment in deep reinforcement learning

Information-theoretic characterizations of generalization error for the Gibbs algorithm

Correlation between Entropy and Prediction Error in VR Head Motion Trajectories

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

Online network source optimization with graph-kernel MAB

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

Google Scholar

Laura Toni Skills & Research Interests

reinforcement learning

online learning

virtual reality

multimedia

graph signal processing

Top articles of Laura Toni

Learning algorithm generalization error bounds via auxiliary distributions

IEEE Journal on Selected Areas in Information Theory

2024/4/25

Gholamali Aminian
Gholamali Aminian

H-Index: 6

Laura Toni
Laura Toni

H-Index: 14

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

2024/4/15

Pedro Gomes
Pedro Gomes

H-Index: 17

Laura Toni
Laura Toni

H-Index: 14

Does behavioral diversity in intrinsic rewards help exploration?

2023/12/7

Laura Toni
Laura Toni

H-Index: 14

A survey of temporal credit assignment in deep reinforcement learning

arXiv preprint arXiv:2312.01072

2023/12/2

Matthieu Geist
Matthieu Geist

H-Index: 22

Laura Toni
Laura Toni

H-Index: 14

Information-theoretic characterizations of generalization error for the Gibbs algorithm

IEEE Transactions on Information Theory

2023/11/2

Correlation between Entropy and Prediction Error in VR Head Motion Trajectories

2023/10/29

Silvia Rossi
Silvia Rossi

H-Index: 19

Laura Toni
Laura Toni

H-Index: 14

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

EURASIP Journal on Advances in Signal Processing

2023/10/18

Laura Toni
Laura Toni

H-Index: 14

Online network source optimization with graph-kernel MAB

2023/9/17

Laura Toni
Laura Toni

H-Index: 14

Pascal Frossard
Pascal Frossard

H-Index: 38

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

2023/9/17

Laura Toni
Laura Toni

H-Index: 14

Pascal Frossard
Pascal Frossard

H-Index: 38

Bootstrapped personalized popularity for cold start recommender systems

2023/9/14

Laura Toni
Laura Toni

H-Index: 14

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

arXiv preprint arXiv:2307.09936

2023/7/19

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

2023/6/7

Silvia Rossi
Silvia Rossi

H-Index: 19

Laura Toni
Laura Toni

H-Index: 14

Streaming and user behavior in omnidirectional videos

2023/1/1

Silvia Rossi
Silvia Rossi

H-Index: 19

Laura Toni
Laura Toni

H-Index: 14

Explaining Hierarchical Features in Dynamic Point Cloud Processing

2022/12/7

Message from the Technical Program Chairs and the Program Coordinator

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

2019

M4MM'22: 1st International Workshop on Methodologies for Multimedia

2022/10/10

Vincent Oria
Vincent Oria

H-Index: 10

Laura Toni
Laura Toni

H-Index: 14

Neural Semi-Counterfactual Risk Minimization

2022/9/29

Semi-Counterfactual Risk Minimization Via Neural Networks

arXiv preprint arXiv:2209.07148

2022/9/15

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

2022/5/3

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

2022/5/3

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

Co-Authors

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