23 citations · 29 across the 9 of their papers we have counts for
4 papers · 1 filter
Humanity's Last Exam
Long Phan, Alice Gatti, Ziwen Han +1168
Benchmarks are important tools for tracking the rapid advancements in large language model (LLM) capabilities. However, benchmarks are not keeping pace in difficulty: LLMs now achi…
Lazy Lagrangians with Predictions for Online Learning
Daron Anderson, George Iosifidis, Douglas J. Leith
We consider the general problem of online convex optimization with time-varying additive constraints in the presence of predictions for the next cost and constraint functions. A no…
Lazy Online Gradient Descent is Universal on Polytopes
Daron Anderson, Douglas Leith
We prove the familiar Lazy Online Gradient Descent algorithm is universal on polytope domains. That means it gets pseudo-regret against i.i.d opponents, while simultaneously…
Learning The Best Expert Efficiently
Daron Anderson, Douglas J. Leith
We consider online learning problems where the aim is to achieve regret which is efficient in the sense that it is the same order as the lowest regret amongst K experts. This is a…