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- 2020
-
Mark
Learning hidden Markov models with persistent states by penalizing jumps
(
- Contribution to journal › Article
- 2019
-
Mark
On Convex Envelopes and Regularization of Non-convex Functionals Without Moving Global Minima
(
- Contribution to journal › Article
- 2018
-
Mark
Hyperparameter-selection for sparse regression : A probablistic approach
2018) 51st Asilomar Conference on Signals, Systems and Computers, ACSSC 2017 2017-October. p.853-857(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
-
Mark
Low-rank inducing norms with optimality interpretations∗
(
- Contribution to journal › Article
- 2017
-
Mark
Group-Sparse Regression : With Applications in Spectral Analysis and Audio Signal Processing
2017)(
- Thesis › Doctoral thesis (compilation)
- 2014
-
Mark
Higher-Order Regularization in Computer Vision
2014)(
- Thesis › Doctoral thesis (monograph)