Christoforos Nalmpantis

About Christoforos Nalmpantis

Christoforos Nalmpantis, With an exceptional h-index of 10 and a recent h-index of 10 (since 2020), a distinguished researcher at Aristotle University of Thessaloniki, specializes in the field of Artificial Intelligence, Machine Learning, Reinforcement Learning, NLP.

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

Teaching large language models to reason with reinforcement learning

Understanding the effects of rlhf on llm generalisation and diversity

Neurons in large language models: Dead, n-gram, positional

Augmented language models: a survey

Variational Regression for Multi-Target Energy Disaggregation

Noise invariant feature pooling for the internet of audio things

Peer: A collaborative language model

Machine Learning Approaches for Time Series Problems

Christoforos Nalmpantis Information

University

Position

___

Citations(all)

704

Citations(since 2020)

694

Cited By

116

hIndex(all)

10

hIndex(since 2020)

10

i10Index(all)

12

i10Index(since 2020)

12

Email

University Profile Page

Google Scholar

Christoforos Nalmpantis Skills & Research Interests

Artificial Intelligence

Machine Learning

Reinforcement Learning

NLP

Top articles of Christoforos Nalmpantis

Teaching large language models to reason with reinforcement learning

arXiv preprint arXiv:2403.04642

2024/3/7

Christoforos Nalmpantis
Christoforos Nalmpantis

H-Index: 5

Roberta Raileanu
Roberta Raileanu

H-Index: 6

Understanding the effects of rlhf on llm generalisation and diversity

arXiv preprint arXiv:2310.06452

2023/10/10

Neurons in large language models: Dead, n-gram, positional

arXiv preprint arXiv:2309.04827

2023/9/9

Javier Ferrando
Javier Ferrando

H-Index: 1

Christoforos Nalmpantis
Christoforos Nalmpantis

H-Index: 5

Augmented language models: a survey

arXiv preprint arXiv:2302.07842

2023/2/15

Christoforos Nalmpantis
Christoforos Nalmpantis

H-Index: 5

Roberta Raileanu
Roberta Raileanu

H-Index: 6

Yann Lecun
Yann Lecun

H-Index: 106

Variational Regression for Multi-Target Energy Disaggregation

Sensors

2023/2/11

Noise invariant feature pooling for the internet of audio things

Multimedia Tools and Applications

2022/9

Peer: A collaborative language model

International Conference on Learning Representations

2022/8/24

Machine Learning Approaches for Time Series Problems

2022/7/6

Christoforos Nalmpantis
Christoforos Nalmpantis

H-Index: 5

Torch-nilm: An effective deep learning toolkit for non-intrusive load monitoring in pytorch

Energies

2022/4/4

Neural Fourier energy disaggregation

Sensors

2022/1/9

SAED: Self-attentive energy disaggregation

Machine Learning

2021/11/24

Christoforos Nalmpantis
Christoforos Nalmpantis

H-Index: 5

Dimitris Vrakas
Dimitris Vrakas

H-Index: 13

Entropy Based Feature Pooling in Speech Command Classification

2021

On time series representations for multi-label NILM

Neural Computing and Applications

2020/12

Christoforos Nalmpantis
Christoforos Nalmpantis

H-Index: 5

Dimitris Vrakas
Dimitris Vrakas

H-Index: 13

Attention in recurrent neural networks for energy disaggregation

2020

See List of Professors in Christoforos Nalmpantis University(Aristotle University of Thessaloniki)

Co-Authors

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