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Kale-ab Tessera
Title
Cited by
Cited by
Year
Keep the Gradients Flowing: Using Gradient Flow to Study Sparse Network Optimization
K Tessera, S Hooker, B Rosman
Sparsity in Neural Networks Workshop 2021, 2021
222021
Mava: a research framework for distributed multi-agent reinforcement learning
A Pretorius, K Tessera, AP Smit, C Formanek, SJ Grimbly, K Eloff, ...
arXiv preprint arXiv:2107.01460v1, 2021
15*2021
Reduce, Reuse, Recycle: Selective Reincarnation in Multi-Agent Reinforcement Learning
C Formanek, CR Tilbury, J Shock, K Tessera, A Pretorius
Workshop on Reincarnating Reinforcement Learning at ICLR 2023, 2023
22023
On pseudo-absence generation and machine learning for locust breeding ground prediction in Africa
IS Yusuf, K Tessera, T Tumiel, S Nevo, A Pretorius
Workshops on AI + HADR and ML4D at NeurIPS 2021, 2021
22021
Are we going MAD? Benchmarking Multi-Agent Debate between Language Models for Medical Q&A
A Smit, P Duckworth, N Grinsztajn, K Tessera, T Barrett, A Pretorius
Deep Generative Models for Health Workshop NeurIPS 2023, 2023
12023
How much can change in a year? Revisiting Evaluation in Multi-Agent Reinforcement Learning
S Singh, O Mahjoub, R de Kock, W Khlifi, A Vall, K Tessera, A Pretorius
eXplainable AI approaches for deep reinforcement learning Workshop @ AAAI 2024, 2023
2023
Efficiently Quantifying Individual Agent Importance in Cooperative MARL
O Mahjoub, R de Kock, S Singh, W Khlifi, A Vall, K Tessera, A Pretorius
eXplainable AI approaches for deep reinforcement learning Workshop @ AAAI 2024, 2023
2023
Generalisable Agents for Neural Network Optimisation
K Tessera, C Tilbury, S Abramowitz, R de Kock, O Mahjoub, B Rosman, ...
Workshop on Advancing Neural Network Training: Computational Efficiency …, 2023
2023
Just-in-Time Sparsity: Learning Dynamic Sparsity Schedules
K Tessera, C Matowe, A Pretorius, B Rosman, S Hooker
Workshop on Dynamic Neural Networks at ICML 2022, 2022
2022
On sparsity in deep learning: the benefits and pitfalls of sparse neural networks and how to learn their architectures
K Tessera
University of Witwatersrand, 2021
2021
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Articles 1–10