Publications

3540 results for Mathematical Sciences

Robust high-dimensional memory-augmented neural networks
- - Geethan Karunaratne
  - Manuel Schmuck
  - et al.
- 2021
- Nature Communications
Dynamic Graph Convolutional Networks Using the Tensor M-Product
- - Osman Asif Malik
  - Shashanka Ubaru
  - et al.
- 2021
- SDM 2021
On the Convergence of Gradient Descent in GANs: MMD GAN As a Gradient Flow
- - Youssef Mroueh
  - Truyen V. Nguyen
- 2021
- AISTATS 2021
Rate-improved Inexact Augmented Lagrangian Method for Constrained Nonconvex Optimization
- - Zichong Li
  - Pin-Yu Chen
  - et al.
- 2021
- AISTATS 2021
Agent-based model (ABM) reveals the potential of virus-like particles as antiviral therapy
- - Sara Capponi
- 2021
- APS March Meeting 2021
Quantum Simulators: Architectures and Opportunities
- - Ehud Altman
  - Kenneth R. Brown
  - et al.
- 2021
- PRX Quantum
CertRL: Formalizing convergence proofs for value and policy iteration in Coq
- - Koundinya Vajjha
  - Avraham Shinnar
  - et al.
- 2021
- CPP 2021
Unassisted true analog neural network training chip
- - Y. Kohda
  - Y. Li
  - et al.
- 2020
- IEDM 2020
Reducing Unitary and Spectator Errors in Cross Resonance with Optimized Rotary Echoes
- - Neereja Sundaresan
  - Isaac Lauer
  - et al.
- 2020
- PRX Quantum
Quantifying the Empirical Wasserstein Distance to a Set of Measures: Beating the Curse of Dimensionality
- - Nian Si
  - Jose Blanchet
  - et al.
- 2020
- NeurIPS 2020