Robust Disentanglement of a Few Factors at a Time. - Benjamin Estermann; Markus Marks; Mehmet Fatih Yanik (NeurIPS, 2020)

Deep Learning-Powered Iterative Combinatorial Auctions with Active Learning. - Benjamin Estermann; Stefan Kramer; Roger Wattenhofer; Ye Wang 017 (AAMAS, 2023)

Abstract Visual Reasoning Enabled by Language. - Giacomo Camposampiero; Loïc Houmard; Benjamin Estermann; Joël Mathys; Roger Wattenhofer (CVPR Workshops, 2023)

DAVA: Disentangling Adversarial Variational Autoencoder. - Benjamin Estermann; Roger Wattenhofer (ICLR, 2023)

What Determines the Price of NFTs? - Vivian Ziemke; Benjamin Estermann; Roger Wattenhofer; Ye Wang 017 (ICPADS, 2023)

Visual Abstraction and Reasoning through Language. - Giacomo Camposampiero; Loïc Houmard; Benjamin Estermann; Joël Mathys; Roger Wattenhofer (CoRR, 2023)

Leveraging Machine Learning for Bidding Strategies in Miner Extractable Value (MEV) Auctions. - Christoffer Raun; Benjamin Estermann; Liyi Zhou; Kaihua Qin; Roger Wattenhofer; Arthur Gervais; Ye Wang 017 (IACR Cryptol. ePrint Arch., 2023)

Active Learning Supported Iterative Combinatorial Auctions. - Benjamin Estermann; Stefan Kramer; Roger Wattenhofer; Kanye Ye Wang (IJTCS-FAW, 2024)

PUZZLES: A Benchmark for Neural Algorithmic Reasoning. - Benjamin Estermann; Luca A. Lanzendörfer; Yannick Niedermayr; Roger Wattenhofer (NeurIPS, 2024)

Bridging Diversity and Uncertainty in Active learning with Self-Supervised Pre-Training. - Paul Doucet; Benjamin Estermann; Till Aczel; Roger Wattenhofer (CoRR, 2024)

SUPClust: Active Learning at the Boundaries. - Yuta Ono; Till Aczel; Benjamin Estermann; Roger Wattenhofer (CoRR, 2024)

Optimizing resource allocation: An active learning approach to iterative combinatorial auctions. - Benjamin Estermann; Stefan Kramer; Roger Wattenhofer; Kanye Ye Wang (Theor. Comput. Sci., 2025)

Beyond Interpolation: Extrapolative Reasoning with Reinforcement Learning and Graph Neural Networks. - Niccolò Grillo; Andrea Toccaceli; Joël Mathys; Benjamin Estermann; Stefania Fresca; Roger Wattenhofer (CoRR, 2025)

Reasoning Effort and Problem Complexity: A Scaling Analysis in LLMs. - Benjamin Estermann; Roger Wattenhofer (CoRR, 2025)