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20092023
most citedLipschitz-Margin Training: Scalable Certification of Perturbation Invariance for Deep Neural Networks

154 citations · 717 across the 63 of their papers we have counts for

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Showing 2011Show all

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stat.ML2011★ 1 cited

Restricted Collapsed Draw: Accurate Sampling for Hierarchical Chinese Restaurant Process Hidden Markov Models

Takaki Makino, Shunsuke Takei, Issei Sato +1

We propose a restricted collapsed draw (RCD) sampler, a general Markov chain Monte Carlo sampler of simultaneous draws from a hierarchical Chinese restaurant process (HCRP) with re…

cond-mat.dis-nn2011

Hybrid Quantum Annealing for Clustering Problems

Shu Tanaka, Ryo Tamura, Issei Sato +1

We develop a hybrid type of quantum annealing in which we control temperature and quantum field simultaneously. We study the efficiency of proposed quantum annealing and find a goo…