Amelia Perry

Publication Activity (10 Years)

Years Active: 2016-2019
Publications (10 Years): 10

Top Topics

Principal Components Analysis

Deterministic Annealing

Goodness Of Fit

Top Venues

SIAM J. Math. Data Sci.

Publications

Anastasia Podosinnikova, Amelia Perry, Alexander S. Wein, Francis R. Bach, Alexandre d'Aspremont, David A. Sontag
Overcomplete Independent Component Analysis via SDP. AISTATS (2019)
Amelia Perry, Jonathan Weed, Afonso S. Bandeira, Philippe Rigollet, Amit Singer
The Sample Complexity of Multireference Alignment. SIAM J. Math. Data Sci. 1 (3) (2019)
Anastasia Podosinnikova, Amelia Perry, Alexander S. Wein, Francis R. Bach, Alexandre d'Aspremont, David A. Sontag
Overcomplete Independent Component Analysis via SDP. CoRR (2019)
Amelia Perry, Alexander S. Wein, Afonso S. Bandeira, Ankur Moitra
Optimality and Sub-optimality of PCA I: Spiked Random Matrix Models. CoRR (2018)
Afonso S. Bandeira, Amelia Perry, Alexander S. Wein
Notes on computational-to-statistical gaps: predictions using statistical physics. CoRR (2018)
Afonso S. Bandeira, Ben Blum-Smith, Amelia Perry, Jonathan Weed, Alexander S. Wein
Estimation under group actions: recovering orbits from invariants. CoRR (2017)
Amelia Perry, Jonathan Weed, Afonso S. Bandeira, Philippe Rigollet, Amit Singer
The sample complexity of multi-reference alignment. CoRR (2017)
Amelia Perry, Alexander S. Wein, Afonso S. Bandeira, Ankur Moitra
Message-passing algorithms for synchronization problems over compact groups. CoRR (2016)
Amelia Perry, Alexander S. Wein, Afonso S. Bandeira, Ankur Moitra
Optimality and Sub-optimality of PCA for Spiked Random Matrices and Synchronization. CoRR (2016)
Amelia Perry, Alexander S. Wein, Afonso S. Bandeira
Statistical limits of spiked tensor models. CoRR (2016)