Elena Mocanu
Universiteit Twente
H-index: 20
Europe-Netherlands
Top articles of Elena Mocanu
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Automatic Noise Filtering with Dynamic Sparse Training in Deep Reinforcement Learning | arXiv preprint arXiv:2302.06548 | Bram Grooten Ghada Sokar Shibhansh Dohare Elena Mocanu Matthew E Taylor | 2023/2/13 |
Enhancing Learning in Sparse Neural Networks: A Hebbian Learning Approach | Alexander de Ranitz Ardion D Beldad Elena Mocanu | 2023 | |
E2ENet: Dynamic Sparse Feature Fusion for Accurate and Efficient 3D Medical Image Segmentation | arXiv preprint arXiv:2312.04727 | Boqian Wu Qiao Xiao Shiwei Liu Lu Yin Mykola Pechenizkiy | 2023/12/7 |
Deep Ensembling with No Overhead for either Training or Testing: The All-Round Blessings of Dynamic Sparsity | ICLR2022, The International Conference on Learning Representations | Shiwei Liu Tianlong Chen Zahra Atashgahi Xiaohan Chen Ghada Sokar | 2021/6/28 |
Towards Implementing Truly Sparse Connections in Deep RL Agents | Bram J Grooten Ghada Sokar Elena Mocanu Shibhansh Dohare Matthew E Taylor | 2022/7/13 | |
Dynamic Sparse Training for Deep Reinforcement Learning | IJCAI-ECAI 2022 (best paper award at ALA 2022), 31st International Joint Conference on Artificial Intelligence, arXiv preprint arXiv:2106.04217 | Ghada Sokar Elena Mocanu Decebal Constantin Mocanu Mykola Pechenizkiy Peter Stone | 2022/7 |
The mutually reinforcing of sparse data and sparse training models | Işıl Baysal Erez Elena Mocanu Maurice van Keulen | 2022/4/28 | |
Quick and robust feature selection: the strength of energy-efficient sparse training for autoencoders | Machine Learning Journal (ECML-PKDD 2022 journal track) | Zahra Atashgahi Ghada Sokar Tim van der Lee Elena Mocanu Decebal Constantin Mocanu | 2021/10/27 |
Dynamic Sparse Network for Time Series Classification: Learning What to" see'' | Qiao Xiao Boqian Wu Yu Zhang Shiwei Liu Mykola Pechenizkiy | 2022/11 | |
Sparse Training Theory for Scalable and Efficient Agents | arXiv preprint arXiv:2103.01636 | Decebal Constantin Mocanu Elena Mocanu Tiago Pinto Selima Curci Phuong H Nguyen | 2021/3/2 |
Forecasting | Encyclopedia of Operations Research and Management Science, Forthcoming | Andreas Graefe Kesten C Green J Scott Armstrong | 2011/9/16 |
Effectiveness of neural language models for word prediction of textual mammography reports | Mihai David Marin Elena Mocanu Christin Seifert | 2020/10/11 |
Co-Authors
