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 | 22 | 2021 |
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 | 3 | 2023 |
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 | 2 | 2021 |
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 | 1 | 2023 |
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 |