conftrace_

convex hull

33 papers

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Co-occurring keywords

non-negative matrix factorization (100) archetypal analysis (13) matrix factorization (529) convex optimization (1321) kernel methods (1097) topic model (290) support vector machine (978) nonnegative matrix factorization (58) face recognition (469) topic modeling (461)

Papers

Tight Robustness Certification Through the Convex Hull of ℓ₀ Attacks AAAI 2026
CHASE: Learning Convex Hull Adaptive Shift for Skeleton-based Multi-Entity Action Recognition NIPS 2024
Generalizing Clinical Trials with Convex Hulls CLEAR 2023
A Simple and Efficient Sampling-based Algorithm for General Reachability Analysis L4DC 2022
Finding k in Latent $k-$ polytope ICML 2021
Partition-Based Formulations for Mixed-Integer Optimization of Trained ReLU Neural Networks NIPS 2021
Beyond Bounding-Box: Convex-Hull Feature Adaptation for Oriented and Densely Packed Object Detection CVPR 2021
A New Vowel Normalization for Sociophonetics INTERSPEECH 2021
The Area of the Convex Hull of Sampled Curves: a Robust Functional Statistical Depth measure AISTATS 2020
Random Projections and α-Shape to Support the Kernel Design (Student Abstract) AAAI 2020
A Geometric Approach to Archetypal Analysis via Sparse Projections ICML 2020
Coresets for Archetypal Analysis NIPS 2019
Optimizing over a Restricted Policy Class in MDPs AISTATS 2019
Discriminatively Learned Convex Models for Set Based Face Recognition ICCV 2019
Robust Vertex Enumeration for Convex Hulls in High Dimensions AISTATS 2018
Subspace Clustering via Tangent Cones NIPS 2017
Conic Scan-and-Cover algorithms for nonparametric topic modeling NIPS 2017
Frame-based Data Factorizations ICML 2017
Sparse Approximate Conic Hulls NIPS 2017
The Chordal Graph Polytope for Learning Decomposable Models PGM 2016
Convex Hull Convolutive Non-Negative Matrix Factorization for Uncovering Temporal Patterns in Multivariate Time-Series Data INTERSPEECH 2016
On the Visibility of Point Clouds ICCV 2015
Geometric Intuition and Algorithms for Ev--SVM JMLR 2015
Online Gradient Boosting NIPS 2015
Ellipsoidal Rounding for Nonnegative Matrix Factorization Under Noisy Separability JMLR 2014