Bernhard Schölkopf
~Bernhard_Schölkopf1
39
论文总数
19.5
年均投稿
平均评分
接收情况32/39
会议分布
ICLR
22
NeurIPS
12
ICML
3
COLM
2
发表论文 (39 篇)
202520 篇
5
Preference Elicitation for Offline Reinforcement Learning
ICLR 2025Poster
4
SPARTAN: A Sparse Transformer World Model Attending to What Matters
NeurIPS 2025Poster
4
Direct Advantage Estimation in Partially Observable Environments
ICLR 2025Rejected
4
Counterfactual reasoning: an analysis of in-context emergence
NeurIPS 2025Poster
4
Conformal Generative Modeling with Improved Sample Efficiency through Sequential Greedy Filtering
ICLR 2025Poster
5
Verbalized Machine Learning: Revisiting Machine Learning with Language Models
ICLR 2025withdrawn
4
Learning Joint Interventional Effects from Single-Variable Interventions in Additive Models
ICML 2025Poster
4
MathGAP: Out-of-Distribution Evaluation on Problems with Arbitrarily Complex Proofs
ICLR 2025Poster
5
Standardizing Structural Causal Models
ICLR 2025Poster
6
Identifiable Exchangeable Mechanisms for Causal Structure and Representation Learning
ICLR 2025Spotlight
4
The Directionality of Optimization Trajectories in Neural Networks
ICLR 2025Poster
4
Generative Intervention Models for Causal Perturbation Modeling
ICML 2025Poster
3
Corrupted by Reasoning: Reasoning Language Models Become Free-Riders in Public Goods Games
COLM 2025Poster
4
Reparameterized LLM Training via Orthogonal Equivalence Transformation
NeurIPS 2025Poster
3
Generalized Interpolating Discrete Diffusion
ICML 2025Poster
4
Do-PFN: In-Context Learning for Causal Effect Estimation
NeurIPS 2025Spotlight
4
Flipping Against All Odds: Reducing LLM Coin Flip Bias via Verbalized Rejection Sampling
NeurIPS 2025Rejected
4
Are Language Models Efficient Reasoners? A Perspective from Logic Programming
NeurIPS 2025Poster
3
Can Large Language Models Understand Symbolic Graphics Programs?
ICLR 2025Spotlight
4
Language Model Alignment in Multilingual Trolley Problems
ICLR 2025Spotlight
202419 篇
4
Skill or Luck? Return Decomposition via Advantage Functions
ICLR 2024Poster
4
Delphic Offline Reinforcement Learning under Nonidentifiable Hidden Confounding
ICLR 2024Poster
4
Out-of-Variable Generalisation for Discriminative Models
ICLR 2024Poster
4
Causal vs. Anticausal merging of predictors
NeurIPS 2024Poster
5
Deep Backtracking Counterfactuals for Causally Compliant Explanations
ICLR 2024Rejected
-
Moûsai: Efficient Text-to-Music Diffusion Models
ICLR 2024withdrawn
4
From Causal to Concept-Based Representation Learning
NeurIPS 2024Poster
4
Cooperate or Collapse: Emergence of Sustainable Cooperation in a Society of LLM Agents
NeurIPS 2024Poster
4
The Expressive Leaky Memory Neuron: an Efficient and Expressive Phenomenological Neuron Model Can Solve Long-Horizon Tasks.
ICLR 2024Poster
4
Limits of Transformer Language Models on Learning to Compose Algorithms
NeurIPS 2024Poster
3
Do Finetti: On Causal Effects for Exchangeable Data
NeurIPS 2024Oral
4
Identifying Policy Gradient Subspaces
ICLR 2024Poster
4
Redesigning Information Markets in the Era of Language Models
COLM 2024Poster
4
Rethinking the Buyer’s Inspection Paradox in Information Markets with Language Agents
ICLR 2024Rejected
4
Ghost on the Shell: An Expressive Representation of General 3D Shapes
ICLR 2024Oral
3
Can Large Language Models Infer Causation from Correlation?
ICLR 2024Poster
3
Causal Impact Index: A Causal Formulation of Citations
ICLR 2024withdrawn
4
On Affine Homotopy between Language Encoders
NeurIPS 2024Poster
3
Parameter-Efficient Orthogonal Finetuning via Butterfly Factorization
ICLR 2024Poster