Kumar Pratik

According to our database, Kumar Pratik authored at least 8 papers between 2021 and 2025.

Collaborative distances:

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

2025

Neural Lattice Reduction: A Self-Supervised Geometric Deep Learning Approach.

Giovanni Luca Marchetti, Gabriele Cesa, Kumar Pratik, Arash Behboodi

Trans. Mach. Learn. Res., 2025

Local Look-Ahead Guidance via Verifier-in-the-Loop for Automated Theorem Proving.

Sara Rajaee, Kumar Pratik, Gabriele Cesa, Arash Behboodi

Proceedings of the Findings of the Association for Computational Linguistics, 2025

2024

Unequal Message Protection: One-Shot analysis via Poisson Matching Lemma.

Ashish Khisti, Arash Behboodi, Gabriele Cesa, Kumar Pratik

Proceedings of the IEEE International Symposium on Information Theory, 2024

2023

Equivariant Self-supervised Deep Pose Estimation for Cryo EM.

Gabriele Cesa, Kumar Pratik, Arash Behboodi

Proceedings of the Topological, 2023

WiNeRT: Towards Neural Ray Tracing for Wireless Channel Modelling and Differentiable Simulations.

Tribhuvanesh Orekondy, Kumar Pratik, Shreya Kadambi, Hao Ye, Joseph Soriaga, Arash Behboodi

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

Equivariant Priors for compressed sensing with unknown orientation.

Anna Kuzina, Kumar Pratik, Fabio Valerio Massoli, Arash Behboodi

Proceedings of the International Conference on Machine Learning, 2022

2021

RE-MIMO: Recurrent and Permutation Equivariant Neural MIMO Detection.

Kumar Pratik, Bhaskar D. Rao, Max Welling

IEEE Trans. Signal Process., 2021

Neural Augmentation of Kalman Filter with Hypernetwork for Channel Tracking.

Kumar Pratik, Rana Ali Amjad, Arash Behboodi, Joseph B. Soriaga, Max Welling

Proceedings of the IEEE Global Communications Conference, 2021