Marin Biloš

About Marin Biloš

Marin Biloš, With an exceptional h-index of 7 and a recent h-index of 7 (since 2020), a distinguished researcher at Technische Universität München, specializes in the field of Machine Learning.

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

Add and thin: Diffusion for temporal point processes

Machine Learning for Irregularly-Sampled Time Series

Lag-llama: Towards foundation models for time series forecasting

Modeling temporal data as continuous functions with stochastic process diffusion

Irregularly-sampled time series modeling with spline networks

Neural flows: Efficient alternative to neural ODEs

Scalable Normalizing Flows for Permutation Invariant Densities

Deep representation learning and clustering of traffic scenarios

Marin Biloš Information

University

Position

PhD student

Citations(all)

291

Citations(since 2020)

291

Cited By

29

hIndex(all)

7

hIndex(since 2020)

7

i10Index(all)

7

i10Index(since 2020)

7

Email

University Profile Page

Google Scholar

Marin Biloš Skills & Research Interests

Machine Learning

Top articles of Marin Biloš

Add and thin: Diffusion for temporal point processes

Advances in Neural Information Processing Systems

2024/2/13

Machine Learning for Irregularly-Sampled Time Series

2023/11/23

Marin Biloš
Marin Biloš

H-Index: 2

Lag-llama: Towards foundation models for time series forecasting

arXiv preprint arXiv:2310.08278

2023/10/12

Modeling temporal data as continuous functions with stochastic process diffusion

2023/7/3

Marin Biloš
Marin Biloš

H-Index: 2

Stephan Günnemann
Stephan Günnemann

H-Index: 30

Irregularly-sampled time series modeling with spline networks

arXiv preprint arXiv:2210.10630

2022/10/19

Marin Biloš
Marin Biloš

H-Index: 2

Stephan Günnemann
Stephan Günnemann

H-Index: 30

Neural flows: Efficient alternative to neural ODEs

Advances in neural information processing systems

2021/12/6

Scalable Normalizing Flows for Permutation Invariant Densities

2021

Marin Biloš
Marin Biloš

H-Index: 2

Stephan Günnemann
Stephan Günnemann

H-Index: 30

Deep representation learning and clustering of traffic scenarios

arXiv preprint arXiv:2007.07740

2020/7/15

Marin Biloš
Marin Biloš

H-Index: 2

Stephan Günnemann
Stephan Günnemann

H-Index: 30

Fast and flexible temporal point processes with triangular maps

2020

Intensity-Free Learning of Temporal Point Processes

2020

Towards linking social media profiles with user’s WiFi preferred network list

Ad Hoc Networks

2020/10/1

Marin Biloš
Marin Biloš

H-Index: 2

See List of Professors in Marin Biloš University(Technische Universität München)