Kumar Pratik

15 papers A* 2B 3Journal 8Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Probabilistic Approach to Pose Synchronization for Multi-Reference Alignment with Applications to MIMO Wireless Communication Systems.
CoRR
Rob Romijnders, Gabriele Cesa, Christos Louizos, Kumar Pratik, Arash Behboodi
2025 — conf
Local Look-Ahead Guidance via Verifier-in-the-Loop for Automated Theorem Proving.
ACL (Findings)
Sara Rajaee, Kumar Pratik, Gabriele Cesa, Arash Behboodi
2025 J jnl
Local Look-Ahead Guidance via Verifier-in-the-Loop for Automated Theorem Proving.
CoRR
Sara Rajaee, Kumar Pratik, Gabriele Cesa, Arash Behboodi
2025 J jnl
Neural Lattice Reduction: A Self-Supervised Geometric Deep Learning Approach.
Trans. Mach. Learn. Res.
Giovanni Luca Marchetti, Gabriele Cesa, Kumar Pratik, Arash Behboodi
2025 B conf
ReQuestNet: A Foundational Learning model for Channel Estimation.
GLOBECOM
Kumar Pratik, Pouriya Sadeghi, Gabriele Cesa, Sanaz Barghi, Joseph B. Soriaga, Yuanning Yu, Supratik Bhattacharjee, Arash Behboodi
2025 J jnl
ReQuestNet: A Foundational Learning model for Channel Estimation.
CoRR
Kumar Pratik, Pouriya Sadeghi, Gabriele Cesa, Sanaz Barghi, Joseph B. Soriaga, Yuanning Yu, Supratik Bhattacharjee, Arash Behboodi
2024 B conf
Unequal Message Protection: One-Shot analysis via Poisson Matching Lemma.
ISIT
Ashish Khisti, Arash Behboodi, Gabriele Cesa, Kumar Pratik
2023 — conf
Equivariant Self-supervised Deep Pose Estimation for Cryo EM.
TAG-ML
Gabriele Cesa, Kumar Pratik, Arash Behboodi
2023 J jnl
Neural Lattice Reduction: A Self-Supervised Geometric Deep Learning Approach.
CoRR
Giovanni Luca Marchetti, Gabriele Cesa, Kumar Pratik, Arash Behboodi
2023 A* conf
WiNeRT: Towards Neural Ray Tracing for Wireless Channel Modelling and Differentiable Simulations.
ICLR
Tribhuvanesh Orekondy, Kumar Pratik, Shreya Kadambi, Hao Ye, Joseph Soriaga, Arash Behboodi
2022 J jnl
Equivariant Priors for Compressed Sensing with Unknown Orientation.
CoRR
Anna Kuzina, Kumar Pratik, Fabio Valerio Massoli, Arash Behboodi
2022 A* conf
Equivariant Priors for compressed sensing with unknown orientation.
ICML
Anna Kuzina, Kumar Pratik, Fabio Valerio Massoli, Arash Behboodi
2021 B conf
Neural Augmentation of Kalman Filter with Hypernetwork for Channel Tracking.
GLOBECOM
Kumar Pratik, Rana Ali Amjad, Arash Behboodi, Joseph B. Soriaga, Max Welling
2021 J jnl
Neural Augmentation of Kalman Filter with Hypernetwork for Channel Tracking.
CoRR
Kumar Pratik, Rana Ali Amjad, Arash Behboodi, Joseph B. Soriaga, Max Welling
2021 J jnl
RE-MIMO: Recurrent and Permutation Equivariant Neural MIMO Detection.
IEEE Trans. Signal Process.
Kumar Pratik, Bhaskar D. Rao, Max Welling