NeurIPS 2022 Workshop nCSI Submissions

Unit Selection: Case Study and Comparison with A/B Test Heuristic
Anonymous
- 04 Oct 2022 (modified: 05 May 2023)
- Submitted to nCSI WS @ NeurIPS 2022
- Readers: Everyone
Synthesized Differentiable Programs
Lucas Paul Saldyt
- Published: 21 Oct 2022, Last Modified: 05 May 2023
- nCSI WS @ NeurIPS 2022 Poster
- Readers: Everyone
Probabilities of Causation: Adequate Size of Experimental and Observational Samples
Ang Li, Ruirui Mao, Judea Pearl
- Published: 21 Oct 2022, Last Modified: 05 May 2023
- nCSI WS @ NeurIPS 2022 Poster
- Readers: Everyone
GlanceNets: Interpretable, Leak-proof Concept-based Models
Emanuele Marconato, Andrea Passerini, Stefano Teso
- Published: 21 Oct 2022, Last Modified: 05 May 2023
- nCSI WS @ NeurIPS 2022 Oral
- Readers: Everyone
Learning Discrete Directed Acyclic Graphs Via Backpropagation
Andrew J. Wren, Pasquale Minervini, Luca Franceschi, Valentina Zantedeschi
- Published: 21 Oct 2022, Last Modified: 21 Apr 2024
- nCSI WS @ NeurIPS 2022 Poster
- Readers: Everyone
WISE Causal Models: Wisdom Infused Semantics Enhanced Causal Models - A Study in Suicidality Diagnosis
Anonymous
- 04 Oct 2022 (modified: 05 May 2023)
- Submitted to nCSI WS @ NeurIPS 2022
- Readers: Everyone
Class Expression Learning with Permutation-Invariant Embeddings
Anonymous
- 04 Oct 2022 (modified: 05 May 2023)
- Submitted to nCSI WS @ NeurIPS 2022
- Readers: Everyone
Symbolic Causal Inference via Operations on Probabilistic Circuits
Benjie Wang, Marta Kwiatkowska
- Published: 21 Oct 2022, Last Modified: 05 May 2023
- nCSI WS @ NeurIPS 2022 Poster
- Readers: Everyone
Benchmarking Counterfactual Reasoning Abilities about Implicit Physical Properties
Maitreya Patel, Tejas Gokhale, Chitta Baral, Yezhou Yang
- Published: 21 Oct 2022, Last Modified: 05 May 2023
- nCSI WS @ NeurIPS 2022 Poster
- Readers: Everyone
Hierarchical Abstraction for Combinatorial Generalization in Object Rearrangement
Michael Chang, Alyssa Li Dayan, Franziska Meier, Thomas L. Griffiths, Sergey Levine, Amy Zhang
- Published: 21 Oct 2022, Last Modified: 05 May 2023
- nCSI WS @ NeurIPS 2022 Poster
- Readers: Everyone
Controlling Neural Network Smoothness for Algorithmic Neural Reasoning
Anonymous
- 04 Oct 2022 (modified: 05 May 2023)
- Submitted to nCSI WS @ NeurIPS 2022
- Readers: Everyone
Enhancing Transfer of Reinforcement Learning Agents with Abstract Contextual Embeddings
Guy Azran, Mohamad Hosein Danesh, Stefano V Albrecht, Sarah Keren
- Published: 21 Oct 2022, Last Modified: 05 May 2023
- nCSI WS @ NeurIPS 2022 Poster
- Readers: Everyone
Playgrounds for Abstraction and Reasoning
Subin Kim, Prin Phunyaphibarn, Donghyun Ahn, Sundong Kim
- Published: 21 Oct 2022, Last Modified: 05 May 2023
- nCSI WS @ NeurIPS 2022 Poster
- Readers: Everyone
Causal Discovery for Modular World Models
Anson Lei, Bernhard Schölkopf, Ingmar Posner
- Published: 21 Oct 2022, Last Modified: 05 May 2023
- nCSI WS @ NeurIPS 2022 Poster
- Readers: Everyone
Active Bayesian Causal Inference
Christian Toth, Lars Lorch, Christian Knoll, Andreas Krause, Franz Pernkopf, Robert Peharz, Julius Von Kügelgen
- Published: 21 Oct 2022, Last Modified: 21 Apr 2024
- nCSI WS @ NeurIPS 2022 Poster
- Readers: Everyone
Interventional Causal Representation Learning
Kartik Ahuja, Yixin Wang, Divyat Mahajan, Yoshua Bengio
- Published: 21 Oct 2022, Last Modified: 21 Apr 2024
- nCSI WS @ NeurIPS 2022 Oral
- Readers: Everyone
Meaning without reference in large language models
Steven Piantadosi, Felix Hill
- Published: 21 Oct 2022, Last Modified: 05 May 2023
- nCSI WS @ NeurIPS 2022 Oral
- Readers: Everyone
Learning Neuro-symbolic Programs for Language-Guided Robotic Manipulation
Namasivayam Kalithasan, Himanshu Gaurav Singh, Vishal Bindal, Arnav Tuli, Vishwajeet Agrawal, Rahul Jain, Parag Singla, Rohan Paul
- Published: 21 Oct 2022, Last Modified: 05 May 2023
- nCSI WS @ NeurIPS 2022 Poster
- Readers: Everyone
Image Manipulation via Neuro-Symbolic Networks
Harman Singh, Poorva Garg, Mohit Gupta, Kevin Shah, Arnab Kumar Mondal, Dinesh Khandelwal, Parag Singla, Dinesh Garg
- Published: 21 Oct 2022, Last Modified: 05 May 2023
- nCSI WS @ NeurIPS 2022 Poster
- Readers: Everyone
Counterfactual reasoning: Do Language Models need world knowledge for causal inference?
Jiaxuan Li, Lang Yu, Allyson Ettinger
- Published: 21 Oct 2022, Last Modified: 05 May 2023
- nCSI WS @ NeurIPS 2022 Poster
- Readers: Everyone
Graphs, Constraints, and Search for the Abstraction and Reasoning Corpus
Yudong Xu, Elias Boutros Khalil, Scott Sanner
- Published: 21 Oct 2022, Last Modified: 21 Apr 2024
- nCSI WS @ NeurIPS 2022 Poster
- Readers: Everyone
Exploring Transformer Backbones for Heterogeneous Treatment Effect Estimation
Anonymous
- 04 Oct 2022 (modified: 05 May 2023)
- Submitted to nCSI WS @ NeurIPS 2022
- Readers: Everyone
Unlocking Slot Attention by Changing Optimal Transport Costs
Yan Zhang, David W Zhang, Simon Lacoste-Julien, Gertjan J. Burghouts, Cees G. M. Snoek
- Published: 21 Oct 2022, Last Modified: 21 Apr 2024
- nCSI WS @ NeurIPS 2022 Oral
- Readers: Everyone
The Impact of Symbolic Representations on In-context Learning for Few-shot Reasoning
Hanlin Zhang, YiFan Zhang, Li Erran Li, Eric Xing
- Published: 21 Oct 2022, Last Modified: 05 May 2023
- nCSI WS @ NeurIPS 2022 Poster
- Readers: Everyone