85 citations · 295 across the 16 of their papers we have counts for
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cs.LG2023
Kalman Filter for Online Classification of Non-Stationary Data
Michalis K. Titsias, Alexandre Galashov, Amal Rannen-Triki +3
In Online Continual Learning (OCL) a learning system receives a stream of data and sequentially performs prediction and training steps. Important challenges in OCL are concerned wi…
cs.LG2023★ 2 cited
Towards Compute-Optimal Transfer Learning
Massimo Caccia, Alexandre Galashov, Arthur Douillard +6
The field of transfer learning is undergoing a significant shift with the introduction of large pretrained models which have demonstrated strong adaptability to a variety of downst…