4 citations · 20 across the 26 of their papers we have counts for
33 papers
Beyond Human Judgment: A Bayesian Evaluation of LLMs' Moral Values Understanding
Maciej Skorski, Alina Landowska
How do Large Language Models understand moral dimensions compared to humans? This first large-scale Bayesian evaluation of market-leading language models provides the answer. In co…
Mapping Technological Futures: Anticipatory Discourse Through Text Mining
Maciej Skorski, Alina Landowska, Krzysztof Rajda
The volatility and unpredictability of emerging technologies, such as artificial intelligence (AI), generate significant uncertainty, which is widely discussed on social media. Thi…
What Twitter Data Tell Us about the Future?
Alina Landowska, Marek Robak, Maciej Skorski
Anticipation is a fundamental human cognitive ability that involves thinking about and living towards the future. While language markers reflect anticipatory thinking, research on…
Exact Non-Oblivious Performance of Rademacher Random Embeddings
Maciej Skorski, Alessandro Temperoni
This paper revisits the performance of Rademacher random projections, establishing novel statistical guarantees that are numerically sharp and non-oblivious with respect to the inp…
Tight Chernoff-Like Bounds Under Limited Independence
Maciej Skorski
This paper develops sharp bounds on moments of sums of k-wise independent bounded random variables, under constrained average variance. The result closes the problem addressed in p…
Robust and Provable Guarantees for Sparse Random Embeddings
Maciej Skorski, Alessandro Temperoni, Martin Theobald
In this work, we improve upon the guarantees for sparse random embeddings, as they were recently provided and analyzed by Freksen at al. (NIPS'18) and Jagadeesan (NIPS'19). Specifi…