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Nino Scherrer
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Evaluating the Moral Beliefs Encoded in LLMs
N Scherrer, C Shi, A Feder, D Blei
Advances in Neural Information Processing Systems (Spotlight) 36, 2024
572024
Learning Neural Causal Models with Active Interventions
N Scherrer, O Bilaniuk, Y Annadani, A Goyal, P Schwab, B Schölkopf, ...
NeurIPS 2021, WHY-21 Workshop, 2021
412021
Variational Causal Networks: Approximate Bayesian Inference over Causal Structures
Y Annadani, J Rothfuss, A Lacoste, N Scherrer, A Goyal, Y Bengio, ...
KDD 2021, Workshop for Bayesian Causal Inference for Real World Interactive …, 2021
352021
Uncovering Mesa-Optimization Algorithms in Transformers
J von Oswald, E Niklasson, M Schlegel, S Kobayashi, N Zucchet, ...
arXiv preprint arXiv:2309.05858, 2023
33*2023
Improved Segmentation and Detection Sensitivity of Diffusion-Weighted Stroke Lesions with Synthetically Enhanced Deep Learning
C Federau, S Christensen, N Scherrer, JM Ospel, V Schulze-Zachau, ...
Radiology: Artificial Intelligence 2 (5), 2020
232020
FinanceBench: A New Benchmark For Financial Question Answering
P Islam, A Kannappan, D Kiela, R Qian, N Scherrer, B Vidgen
arXiv preprint arXiv:2311.11944, 2023
202023
Introducing v0.5 of the AI Safety Benchmark from MLCommons
B Vidgen, A Agrawal, AM Ahmed, V Akinwande, N Al-Nuaimi, N Alfaraj, ...
arXiv preprint arXiv:2404.12241, 2024
122024
SimpleSafetyTests: A Test Suite for Identifying Critical Safety Risks in Large Language Models
B Vidgen, N Scherrer, HR Kirk, R Qian, A Kannappan, SA Hale, P Röttger
arXiv preprint arXiv:2311.08370, 2023
122023
On the Generalization and Adaption Performance of Causal Models
N Scherrer, A Goyal, S Bauer, Y Bengio, NR Ke
ICML 2022 - Workshop on Spurious Correlations, Invariance and Stability, 2022
82022
Federated Causal Discovery from Interventional and Observational Data
A Abyaneh, N Scherrer, P Schwab, S Bauer, B Schölkopf, A Mehrjou
arXiv preprint arXiv:2211.03846, 2022
42022
Trust Your : Gradient-based Intervention Targeting for Causal Discovery
M Olko, M Zając, A Nowak, N Scherrer, Y Annadani, S Bauer, Ł Kuciński, ...
Advances in Neural Information Processing Systems 36, 2024
22024
Radial Matrix Constraint Influences Tissue Contraction and Promotes Maturation of Bi-Layered Skin Equivalents
J Polak, D Sachs, N Scherrer, A Süess, H Liu, M Levesque, S Werner, ...
Biomaterials Advances, 2023
2023
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Articles 1–12