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Nino Scherrer
Publication Activity (10 Years)
Years Active: 2021-2023
Publications (10 Years): 11
Top Topics
Directed Acyclic Graph
Observational Data
Markov Blanket
Causal Discovery
Top Venues
CoRR
NeurIPS
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Publications
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Pranab Islam
,
Anand Kannappan
,
Douwe Kiela
,
Rebecca Qian
,
Nino Scherrer
,
Bertie Vidgen
FinanceBench: A New Benchmark for Financial Question Answering.
CoRR
(2023)
Nino Scherrer
,
Claudia Shi
,
Amir Feder
,
David M. Blei
Evaluating the Moral Beliefs Encoded in LLMs.
NeurIPS
(2023)
Bertie Vidgen
,
Hannah Rose Kirk
,
Rebecca Qian
,
Nino Scherrer
,
Anand Kannappan
,
Scott A. Hale
,
Paul Röttger
SimpleSafetyTests: a Test Suite for Identifying Critical Safety Risks in Large Language Models.
CoRR
(2023)
Johannes von Oswald
,
Eyvind Niklasson
,
Maximilian Schlegel
,
Seijin Kobayashi
,
Nicolas Zucchet
,
Nino Scherrer
,
Nolan Miller
,
Mark Sandler
,
Blaise Agüera y Arcas
,
Max Vladymyrov
,
Razvan Pascanu
,
João Sacramento
Uncovering mesa-optimization algorithms in Transformers.
CoRR
(2023)
Mateusz Olko
,
Michal Zajac
,
Aleksandra Nowak
,
Nino Scherrer
,
Yashas Annadani
,
Stefan Bauer
,
Lukasz Kucinski
,
Piotr Milos
Trust Your 𝛁: Gradient-based Intervention Targeting for Causal Discovery.
NeurIPS
(2023)
Nino Scherrer
,
Claudia Shi
,
Amir Feder
,
David M. Blei
Evaluating the Moral Beliefs Encoded in LLMs.
CoRR
(2023)
Nino Scherrer
,
Anirudh Goyal
,
Stefan Bauer
,
Yoshua Bengio
,
Nan Rosemary Ke
On the Generalization and Adaption Performance of Causal Models.
CoRR
(2022)
Mateusz Olko
,
Michal Zajac
,
Aleksandra Nowak
,
Nino Scherrer
,
Yashas Annadani
,
Stefan Bauer
,
Lukasz Kucinski
,
Piotr Milos
Trust Your ∇: Gradient-based Intervention Targeting for Causal Discovery.
CoRR
(2022)
Amin Abyaneh
,
Nino Scherrer
,
Patrick Schwab
,
Stefan Bauer
,
Bernhard Schölkopf
,
Arash Mehrjou
FED-CD: Federated Causal Discovery from Interventional and Observational Data.
CoRR
(2022)
Yashas Annadani
,
Jonas Rothfuss
,
Alexandre Lacoste
,
Nino Scherrer
,
Anirudh Goyal
,
Yoshua Bengio
,
Stefan Bauer
Variational Causal Networks: Approximate Bayesian Inference over Causal Structures.
CoRR
(2021)
Nino Scherrer
,
Olexa Bilaniuk
,
Yashas Annadani
,
Anirudh Goyal
,
Patrick Schwab
,
Bernhard Schölkopf
,
Michael C. Mozer
,
Yoshua Bengio
,
Stefan Bauer
,
Nan Rosemary Ke
Learning Neural Causal Models with Active Interventions.
CoRR
(2021)