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Improved Convergence in High Probability of Clipped Gradient Methods with Heavy Tailed Noise
Ta Duy Nguyen · Thien H Nguyen · Alina Ene · Huy Nguyen
Great Hall & Hall B1+B2 (level 1) #1210
Abstract:
In this work, we study the convergence in high probability of clipped gradient methods when the noise distribution has heavy tails, i.e., with bounded $p$th moments, for some $1
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