Anand Ravishankar

According to our database, Anand Ravishankar authored at least 6 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Adaptive Acquisition in Bayesian Optimization with Agnostic Ensembles.

Anand Ravishankar, Fernando Llorente, Yuanqing Song, Petar M. Djuric

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

Improvement-Based Acquisition Functions for Level Set Estimation.

Anand Ravishankar, Fernando Llorente, Petar M. Djuric

Proceedings of the 33rd European Signal Processing Conference, 2025

Uncertainty Quantification in Probabilistic Machine Learning Models: Theory, Methods, and Insights.

Marzieh Ajirak, Anand Ravishankar, Petar M. Djuric

Proceedings of the 33rd European Signal Processing Conference, 2025

Active-Subspace Particle Filtering for Efficient Inference in High-Dimensional State-Space Models.

Petar M. Djuric, Nahid Shirdel Abdolmaleki, Anand Ravishankar, Joaquín Míguez

Proceedings of the 10th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2025

2021

SparseMAX: Accelerating Quantum Neural Networks on GPU Clusters Using Sparse-Matrix Kernels.

Anand Ravishankar, Santhi Natarajan, A. Bharathi Malakreddy

Proceedings of the Embedded Computer Systems: Architectures, Modeling, and Simulation, 2021

Pruned Genetic-NAS on GPU Accelerator Platforms with Chaos-on-Edge Hyperparameters.

Anand Ravishankar, Santhi Natarajan, A. Bharathi Malakreddy

Proceedings of the 20th IEEE International Conference on Machine Learning and Applications, 2021