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Deep training made practical via batch normalisation.
  • Dr. Ingrid Falk-Weller
  • September 3, 2026
  • (0)
  • Machine Learning

Normalising Between Layers Made Deep Training Practical

I remember sitting in a windowless lab three years ago, watching a training loss curve oscillate so violently it looked more like a seismograph reading than a convergence plot. I had followed every “best practice” in the literature, yet my…

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Visualizing cap theorem in practice.
  • Dr. Ingrid Falk-Weller
  • September 3, 2026
  • (0)
  • Systems

You Do Not Choose Two, You Choose During a Partition

I remember sitting in a windowless operations center three years ago, watching a dashboard bleed red while a senior architect tried to explain away a massive data drift by quoting the formal definitions of the CAP theorem like they were…

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Visualizing convex hull algorithms with points.
  • Dr. Ingrid Falk-Weller
  • September 1, 2026
  • (0)
  • Algorithms

Wrapping a Set of Points in the Tightest Possible Rubber Band

I remember sitting in a windowless lab during my postdoc, staring at a simulation that was crawling to a halt because I had blindly implemented a textbook version of Graham scan for a dataset that was essentially a perfect circle.…

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Managing a research project timeline successfully.
  • Dr. Ingrid Falk-Weller
  • September 1, 2026
  • (0)
  • Research Practice

Research Slips Because the Unknown Cannot Be Scheduled

I remember sitting in a windowless lab at 3:00 AM, staring at a Gantt chart that looked beautiful, symmetrical, and utterly useless. I had spent three weeks meticulously mapping out every milestone for a distributed systems simulation, only to have…

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