Krishna Chintalapudi

6 papers · 2012–2024 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Half 🚀 Conference Pioneer

Venues

NSDI (5) ICLR (1)

Top co-authors

Suman Banerjee (2) Daniel Koch (2) Muhammad Osama Shahid (2) Ramachandran Ramjee (2) Bhuvana Krishnaswamy (2) Jayaram Raghuram (1) Ravi Netravali (1) Perry Lea (1) Manan Mishra (1) Bozidar Radunovic (1)

Research topics

Machine Learning (2) Optimization & Theory · Machine Learning (2) Artificial Intelligence (1) Computer Science (1) Deep Learning (1) Reinforcement Learning (1) Application Areas (1) Core AI (1) Learning Types (1) Methods (1) Optimization & Theory · Deep Learning (1) Systems (1)

Keywords

reinforcement learning (1) signal detection (1) signal-to-noise ratio (1) signal correlation (1) label efficiency (1) multi-armed bandit (1) contextual bandit (1) annotation cost (1) cost minimization (1) network throughput (1) spectrum sharing (1) wireless network (1) wireless communication (1) rate adaptation (1) wireless channel (1) cloud radio access network (1) bandwidth compression (1) collision resolution (1) packet collision (1) active learning (1)

Papers

ADR-X: ANN-Assisted Wireless Link Rate Adaptation for Compute-Constrained Embedded Gaming Devices NSDI 2024 Cloud-LoRa: Enabling Cloud Radio Access LoRa Networks Using Reinforcement Learning Based Bandwidth-Adaptive Compression NSDI 2024 MCAL: Minimum Cost Human-Machine Active Labeling ICLR 2023 OpenLoRa: Validating LoRa Implementations through an Extensible and Open-sourced Framework NSDI 2023 Skip-Correlation for Multi-Power Wireless Carrier Sensing NSDI 2017 WiFi-NC : WiFi Over Narrow Channels NSDI 2012