Papers
Buying Information for Stochastic Optimization
Mingchen Ma, Christos Tzamos
Byzantine-Robust Learning on Heterogeneous Data via Gradient Splitting
Yuchen Liu, Chen Chen, Lingjuan Lyu et al.
CAB: Comprehensive Attention Benchmarking on Long Sequence Modeling
Jun Zhang, Shuyang Jiang, Jiangtao Feng et al.
Calibrating Multimodal Learning
Huan Ma, Qingyang Zhang, Changqing Zhang et al.
Can Forward Gradient Match Backpropagation?
Louis Fournier, Stephane Rivaud, Eugene Belilovsky et al.
Can Large Language Models Reason about Program Invariants?
Kexin Pei, David Bieber, Kensen Shi et al.
Can Neural Network Memorization Be Localized?
Pratyush Maini, Michael Curtis Mozer, Hanie Sedghi et al.
Can We Scale Transformers to Predict Parameters of Diverse ImageNet Models?
Boris Knyazev, Doha Hwang, Simon Lacoste-Julien
CataBEEM: Integrating Latent Interaction Categories in Node-wise Community Detection Models for Network Data
Yuhua Zhang, Walter H. Dempsey
Causal Bounds in Quasi-Markovian Graphs
Madhumitha Shridharan, Garud Iyengar
Causal Discovery with Latent Confounders Based on Higher-Order Cumulants
Ruichu Cai, Zhiyi Huang, Wei Chen et al.
Causal Isotonic Calibration for Heterogeneous Treatment Effects
Lars Van Der Laan, Ernesto Ulloa-Perez, Marco Carone et al.
Causal Modeling of Policy Interventions From Treatment-Outcome Sequences
Çağlar Hızlı, S. T. John, Anne Tuulikki Juuti et al.
Causal Proxy Models for Concept-based Model Explanations
Zhengxuan Wu, Karel D’Oosterlinck, Atticus Geiger et al.
Causal Strategic Classification: A Tale of Two Shifts
Guy Horowitz, Nir Rosenfeld
Causal Structure Learning for Latent Intervened Non-stationary Data
Chenxi Liu, Kun Kuang
Cell-Free Latent Go-Explore
Quentin Gallouédec, Emmanuel Dellandrea
Certified Robust Neural Networks: Generalization and Corruption Resistance
Amine Bennouna, Ryan Lucas, Bart Van Parys
Certifying Ensembles: A General Certification Theory with S-Lipschitzness
Aleksandar Petrov, Francisco Eiras, Amartya Sanyal et al.
Change is Hard: A Closer Look at Subpopulation Shift
Yuzhe Yang, Haoran Zhang, Dina Katabi et al.
Chemically Transferable Generative Backmapping of Coarse-Grained Proteins
Soojung Yang, Rafael Gomez-Bombarelli
CHiLS: Zero-Shot Image Classification with Hierarchical Label Sets
Zachary Novack, Julian Mcauley, Zachary Chase Lipton et al.
ChiPFormer: Transferable Chip Placement via Offline Decision Transformer
Yao Lai, Jinxin Liu, Zhentao Tang et al.
CircuitNet: A Generic Neural Network to Realize Universal Circuit Motif Modeling
Yansen Wang, Xinyang Jiang, Kan Ren et al.