32 citations · 107 across the 13 of their papers we have counts for
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math.OC2021
Continuation Path with Linear Convergence Rate
Eugene Ndiaye, Ichiro Takeuchi
Path-following algorithms are frequently used in composite optimization problems where a series of subproblems, with varying regularization hyperparameters, are solved sequentially…
stat.ML2021★ 4 cited
Stable Conformal Prediction Sets
Eugene Ndiaye
When one observes a sequence of variables , Conformal Prediction (CP) is a methodology that allows to estimate a confidence set for given…
stat.ML2021★ 8 cited
Root-finding Approaches for Computing Conformal Prediction Set
Eugene Ndiaye, Ichiro Takeuchi
Conformal prediction constructs a confidence set for an unobserved response of a feature vector based on previous identically distributed and exchangeable observations of responses…