Amir Kalev

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 12

Top Topics

Semidefinite Programming

Kernel Matrices

Robust Principal Component Analysis

Top Venues

Publications

Aakash Ravindra Shinde, Charu Jain, Amir Kalev
Soft-Dropout: A Practical Approach for Mitigating Overfitting in Quantum Convolutional Neural Networks. CoRR (2023)
Amir Kalev, Itay Hen
Quantum Algorithm for Simulating Hamiltonian Dynamics with an Off-diagonal Series Expansion. Quantum 5 (2021)
Marco Paini, Amir Kalev, Dan Padilha, Brendan Ruck
Estimating expectation values using approximate quantum states. Quantum 5 (2021)
Junhyung Lyle Kim, George Kollias, Amir Kalev, Ken X. Wei, Anastasios Kyrillidis
Fast quantum state reconstruction via accelerated non-convex programming. CoRR (2021)
Kelly Geyer, Anastasios Kyrillidis, Amir Kalev
Low-rank regularization and solution uniqueness in over-parameterized matrix sensing. AISTATS (2020)
Marco Paini, Amir Kalev, Dan Padilha, Brendan Ruck
Estimating expectation values using approximate quantum states. CoRR (2020)
Zhang Jiang, Amir Kalev, Wojciech Mruczkiewicz, Hartmut Neven
Optimal fermion-to-qubit mapping via ternary trees with applications to reduced quantum states learning. Quantum 4 (2020)
Fernando G. S. L. Brandão, Amir Kalev, Tongyang Li, Cedric Yen-Yu Lin, Krysta M. Svore, Xiaodi Wu
Quantum SDP Solvers: Large Speed-Ups, Optimality, and Applications to Quantum Learning. ICALP (2019)
Spencer Breiner, Amir Kalev, Carl A. Miller
Parallel Self-Testing of the GHZ State with a Proof by Diagrams. QPL (2018)
Anastasios Kyrillidis, Amir Kalev
Implicit regularization and solution uniqueness in over-parameterized matrix sensing. CoRR (2018)
Fernando G. S. L. Brandão, Amir Kalev, Tongyang Li, Cedric Yen-Yu Lin, Krysta M. Svore, Xiaodi Wu
Exponential Quantum Speed-ups for Semidefinite Programming with Applications to Quantum Learning. CoRR (2017)
Anastasios Kyrillidis, Amir Kalev, Dohyung Park, Srinadh Bhojanapalli, Constantine Caramanis, Sujay Sanghavi
Provable quantum state tomography via non-convex methods. CoRR (2017)
Amir Kalev, Robert L. Kosut, Ivan H. Deutsch
Informationally complete measurements from compressed sensing methodology. CoRR (2015)