Combinatorial Penalties: Structure preserved by convex relaxations

By Marwa El Halabi, Francis R. Bach, Volkan Cevher. 2017

4 citations recorded by the source corpus.

Subfields: Optimization & Training

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

In Optimization & Training

1. Simon Lacoste-Julien
2. Suraj Srinivas
3. Marwa El Halabi
4. Peter Richtárik
5. Francis R. Bach
6. Fabian Pedregosa
7. Gauthier Gidel
8. Martin Jaggi

Citations in the corpus

• Data-Efficient Structured Pruning via Submodular Optimization (2022, background): “The notion of weak DR-submodularity is a stronger notion of approximate submodularity than weak submodularity, as γ S,k ≥ α | S | + k − 1 for all S ⊆ V, k ∈ N + [El Halabi et al., 2018, Prop.”