3 citations · 13 across the 10 of their papers we have counts for
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math.OC2018
Improving SAGA via a Probabilistic Interpolation with Gradient Descent
Adel Bibi, Alibek Sailanbayev, Bernard Ghanem +2
We develop and analyze a new algorithm for empirical risk minimization, which is the key paradigm for training supervised machine learning models. Our method---SAGD---is based on a…
cs.CV2018
TrackingNet: A Large-Scale Dataset and Benchmark for Object Tracking in the Wild
Matthias Müller, Adel Bibi, Silvio Giancola +2
Despite the numerous developments in object tracking, further development of current tracking algorithms is limited by small and mostly saturated datasets. As a matter of fact, dat…