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Amortised analysis explained via cost distribution.
  • Dr. Ingrid Falk-Weller
  • February 1, 2026
  • (0)
  • Algorithms

One Expensive Operation Paid for by a Thousand Cheap Ones

I remember sitting in a windowless lab during my PhD, staring at a performance trace that made absolutely no sense. My simulation was hitting massive, inexplicable latency spikes every few thousand cycles, even though my algorithm was supposedly “efficient.” I…

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Why constant factors still matter in algorithms.
  • Dr. Ingrid Falk-Weller
  • January 19, 2026
  • (0)
  • Algorithms

The Slower Algorithm Wins Below Ten Thousand Elements

I remember sitting in a windowless lab during my postdoc, staring at a beautiful, $O(n log n)$ implementation that was being absolutely slaughtered by a “theoretically inferior” $O(n^2)$ algorithm. The student who wrote the faster one had barely looked at…

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Learning how to analyse time complexity.
  • Dr. Ingrid Falk-Weller
  • January 17, 2026
  • (0)
  • Algorithms

Big O Describes Growth, Not Speed

I remember sitting in a windowless lab during my PhD, staring at a profiler output that made absolutely no sense because I had spent three weeks memorizing Big O rules without actually understanding what they meant. Most textbooks treat learning…

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