Publications

17 results for Shashanka Ubaru

Transformers Learn Faster with Semantic Focus
- - Parikshit Ram
  - Kenneth Clarkson
  - et al.
- 2025
- NeurIPS 2025
Fast Linear Solvers via AI-Tuned Markov Chain Monte Carlo-based Matrix Inversion
- - Anton Lebedev
  - Winkyung Lee
  - et al.
- 2025
- SC 2025
A Framework For The Iterative Solution of Sparse Linear Systems on Hybrid Architectures Using Homomorphic Encryption
- - Lior Horesh
  - Vasileios Kalantzis
  - et al.
- 2025
- HPEC 2025
Power iteration with probabilistic updates for systems with heterogeneous performance
- - Soumyadip Ghosh
  - Lior Horesh
  - et al.
- 2025
- HPEC 2025
Combinatorial Multi-armed Bandits: Arm Selection via Group Testing
- - Arpan Mukherjee
  - Shashanka Ubaru
  - et al.
- 2025
- TMLR
Randomized Matrix-Free Quadrature: Unified and Uniform Bounds for Stochastic Lanczos Quadrature and the Kernel Polynomial Method
- - Tyler Chen
  - Thomas Trogdon
  - et al.
- 2025
- SIAM Journal on Scientific Computing
Multivariate trace estimation using quantum state space linear algebra
- - Liron Yosef
  - Shashanka Ubaru
  - et al.
- 2025
- SIMAX
Counting Triangles of Graphs via Matrix Partitioning
- - Georgios Kollias
  - Vasileios Kalantzis
  - et al.
- 2024
- MLSP 2024
Solving Sparse Linear Systems via Flexible GMRES with In-Memory Analog Preconditioning
- - Vasileios Kalantzis
  - Mark Squillante
  - et al.
- 2024
- Preconditioning 2024
Topological Data Analysis on Noisy Quantum Computers
- - Ismail Akhalwaya
  - Shashanka Ubaru
  - et al.
- 2024
- ICLR 2024