Daniel Koch

4 papers · 2023–2025 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird

Venues

IJCAI (2) NSDI (2)

Top co-authors

Stefan Funke (2) Bhuvana Krishnaswamy (2) Claudius Proissl (2) Krishna Chintalapudi (2) Muhammad Osama Shahid (2) Felix Weitbrecht (2) Suman Banerjee (2) Jayaram Raghuram (1) Manan Mishra (1) Axel Schneewind (1)

Research topics

Computer Science (2) Machine Learning (1) Mathematics & Optimization (1) Reinforcement Learning (1) Foundations (1) Mathematics (1) Methods (1) Optimization & Theory (1) Systems (1)

Keywords

shortest path (2) reinforcement learning (1) path planning (1) euclidean space (1) signal detection (1) signal-to-noise ratio (1) lower bound (1) network throughput (1) cloud radio access network (1) bandwidth compression (1) collision resolution (1) packet collision (1) a* search (1) data structure (1) obstacle avoidance (1) visibility graph (1) interference mitigation (1) contention resolution (1) low-power wide-area network (1) physical layer (1)

Papers

Fast and Stronger Lower Bounds for Planar Euclidean Shortest Paths IJCAI 2025 Cloud-LoRa: Enabling Cloud Radio Access LoRa Networks Using Reinforcement Learning Based Bandwidth-Adaptive Compression NSDI 2024 Scalable Ultrafast Almost-optimal Euclidean Shortest Paths IJCAI 2024 OpenLoRa: Validating LoRa Implementations through an Extensible and Open-sourced Framework NSDI 2023