65 citations · 140 across the 28 of their papers we have counts for
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math.OC2021
Adaptive projected SOR algorithms for nonnegative quadratic programming
Yuto Miyatake, Tomohiro Sogabe
The choice of relaxation parameter in the projected successive overrelaxation (PSOR) method for nonnegative quadratic programming problems is problem-dependent. We present novel ad…
stat.ME2021
Piecewise monotone estimation in one-parameter exponential family
Takeru Matsuda, Yuto Miyatake
The problem of estimating a piecewise monotone sequence of normal means is called the nearly isotonic regression. For this problem, an efficient algorithm has been devised by modif…
cs.LG2021★ 5 cited
Symplectic Adjoint Method for Exact Gradient of Neural ODE with Minimal Memory
Takashi Matsubara, Yuto Miyatake, Takaharu Yaguchi
A neural network model of a differential equation, namely neural ODE, has enabled the learning of continuous-time dynamical systems and probabilistic distributions with high accura…