Niels Bantilan
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who talks about the same things
- Matt Harrison16 talks
- Vincent D Warmerdam22 talks
- Patrick Deziel4 talks
- Ian Ozsvald17 talks
- Ketan Umare8 talks
- Marc Garcia9 talks
| title | conference | date |
|---|---|---|
| Secure AI Orchestration: Mitigate Model-centric Attacks with Flyte | SOSS Fusion 2024 | 2024-10-22 |
Outlines two concrete attack classes: pickle-based code injection that executes on model deserialization and agent prompt-injection leading to arbitrary… | ||
| Validating and Testing R Dataframes with Pandera via reticulate | posit::conf(2023) | 2023-09-17 |
Shows that Pandera via reticulate validates R dataframes by calling Pandera schemas from R, using a conda env and reticulate to pass dataframes into Python and… | ||
| Enforcing Data Quality in Data Processing and ML Pipelines with Flyte and Pandera | Open Source Summit + Embedded Linux Conference + OSPOCon 2021 | 2021-09-27 |
Combines Flyte for type-checked workflows and Pandera for statistical schema checks to stop silent data errors; demo trains an sklearn RandomForest on the UCI… | ||
| Statistical Typing: A Runtime TypingSystem for Data Science&Machine Learning | PyCon US 2021 | 2021-05-14 |
Proposes statistical typing as a runtime typing system that extends bool/str/float with deterministic and probabilistic constraints, implements schemas as… | ||
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