Showing cs.LGShow all
2 papers · 1 filter
cs.LG2025
Mistake-bounded online learning with operation caps
Jesse Geneson, Meien Li, Linus Tang
We investigate the mistake-bound model of online learning with caps on the number of arithmetic operations per round. We prove general bounds on the minimum number of arithmetic op…
cs.LG2024
Bounds on the price of feedback for mistake-bounded online learning
Jesse Geneson, Linus Tang
We improve several worst-case bounds for various online learning scenarios from (Auer and Long, Machine Learning, 1999). In particular, we sharpen an upper bound for delayed ambigu…