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Tag: pure

  • Built this out of pure laziness for all my Feature engineering/model training jobs

    Built this out of pure laziness for all my Feature engineering/model training jobs Built this out of pure laziness A lightweight Telegram bot that lets me: – Get Databricks job alerts – Check today’s status – Repair failed runs – Pause/reschedule , All from my phone. No laptop. No dashboard. Just / Commands. submitted by…

  • Cost-Aware Optimal Pairwise Pure Exploration

    Cost-Aware Optimal Pairwise Pure Exploration arXiv:2503.07877v1 Announce Type: new Abstract: Pure exploration is one of the fundamental problems in multi-armed bandits (MAB). However, existing works mostly focus on specific pure exploration tasks, without a holistic view of the general pure exploration problem. This work fills this gap by introducing a versatile framework to study pure…

  • Pure Exploration with Feedback Graphs

    Pure Exploration with Feedback Graphs arXiv:2503.07824v1 Announce Type: new Abstract: We study the sample complexity of pure exploration in an online learning problem with a feedback graph. This graph dictates the feedback available to the learner, covering scenarios between full-information, pure bandit feedback, and settings with no feedback on the chosen action. While variants of…