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cs.LG2025
CapBencher: Give Your LLM Benchmark a Built-in Alarm for Test-Set Overfitting
Takashi Ishida, Thanawat Lodkaew, Ikko Yamane
Publishing a large language model (LLM) benchmark (especially its ground-truth answers) on the Internet risks contaminating future LLMs and enabling evaluation gaming: it may be un…
math.ST2025
Convergence rate for Nearest Neighbour matching: geometry of the domain and higher-order regularity
Simon Viel, Lionel Truquet, Ikko Yamane
Estimating some mathematical expectations from partially observed data and in particular missing outcomes is a central problem encountered in numerous fields such as transfer learn…