65 citations
- IBM Research - IndiaIN25 papers
- Indian Institute of Science BangaloreIN14 papers
- IBM (United States)US12 papers
- IBM Research - Thomas J. Watson Research CenterUS7 papers
- Indian Institute of Technology MadrasIN3 papers
- IBM Research - AlmadenUS2 papers
- IBM Research - IrelandIE2 papers
- IBM Research - ZurichCH2 papers
- Indian Institute of Technology BombayIN2 papers
- Indian Institute of Technology DelhiIN2 papers
- International Institute of Information Technology BangaloreIN2 papers
- The University of QueenslandAU2 papers
51 papers
A Multimodal Machine Learning Framework for Enterprise Database Workload-Aware Root Cause Analysis
Ruchi Pakhle, Siddhant Pawar
Root cause analysis for enterprise database incidents is often a manual and time consuming process that requires operators to inspect logs, performance metrics, and workload behavi…
Lightweight Targeted Estimation of Layout Noise in a Quantum Computer using Quality Indicator Circuits
Shikhar Srivastava, Ritajit Majumdar, Padmanabha Venkatagiri Seshadri +2
Minimizing noise is essential for reliably executing quantum circuits on the current generation of hardware. The mapping of an abstract quantum circuit to the physical layout of th…
Mitigating exponential concentration in covariant quantum kernels for subspace and real-world data
Gabriele Agliardi, Giorgio Cortiana, Anton Dekusar +6
Fidelity quantum kernels have shown promise in classification tasks, particularly when a group structure in the data can be identified and exploited through a covariant feature map…
Diagonalization of large many-body Hamiltonians on a quantum processor
Nobuyuki Yoshioka, Mirko Amico, William Kirby +16
The estimation of low energies of many-body systems is a cornerstone of computational quantum sciences. Variational quantum algorithms can be used to prepare ground states on pre-f…
Conditions for a quadratic quantum speedup in nonlinear transforms with applications to energy contract pricing
Gabriele Agliardi, Corey O'Meara, Kavitha Yogaraj +8
Computing nonlinear functions over multilinear forms is a general problem with applications in risk analysis. For instance in the domain of energy economics, accurate and timely ri…
Investigation of a Machine learning methodology for the SKA pulsar search pipeline
Shashank Sanjay Bhat, Thiagaraj Prabu, Ben Stappers +4
The SKA pulsar search pipeline will be used for real time detection of pulsars. Modern radio telescopes such as SKA will be generating petabytes of data in their full scale of oper…