Papers
357 papers found
BackPACK: Packing more into Backprop
Felix Dangel, Frederik Kunstner, Philipp Hennig
The role of Disentanglement in Generalisation
Milton Llera Montero, Casimir JH Ludwig, Rui Ponte Costa et al.
Probing BERT in Hyperbolic Spaces
Boli Chen, Yao Fu, Guangwei Xu et al.
On Position Embeddings in BERT
Benyou Wang, Lifeng Shang, Christina Lioma et al.
Impact of Representation Learning in Linear Bandits
Jiaqi Yang, Wei Hu, Jason D. Lee et al.
Missingness Bias in Model Debugging
Saachi Jain, Hadi Salman, Eric Wong et al.
EE-Net: Exploitation-Exploration Neural Networks in Contextual Bandits
Yikun Ban, Yuchen Yan, Arindam Banerjee et al.
PAC-Bayes Information Bottleneck
Zifeng Wang, Shao-Lun Huang, Ercan Engin Kuruoglu et al.
Replicable Bandits
Hossein Esfandiari, Alkis Kalavasis, Amin Karbasi et al.
Distributed Differential Privacy in Multi-Armed Bandits
Sayak Ray Chowdhury, Xingyu Zhou
Meta-Learning in Games
Keegan Harris, Ioannis Anagnostides, Gabriele Farina et al.
Collaborative Pure Exploration in Kernel Bandit
Yihan Du, Wei Chen, Yuko Kuroki et al.
Binding Language Models in Symbolic Languages
Zhoujun Cheng, Tianbao Xie, Peng Shi et al.
In-Context Learning through the Bayesian Prism
Madhur Panwar, Kabir Ahuja, Navin Goyal
What's In My Big Data?
Yanai Elazar, Akshita Bhagia, Ian Helgi Magnusson et al.
Lipschitz Bandits in Optimal Space
Xiaoyi Zhu, Zengfeng Huang
Satisficing Regret Minimization in Bandits
Qing Feng, Tianyi Ma, Ruihao Zhu
SMITE: Segment Me In TimE
Amirhossein Alimohammadi, Sauradip Nag, Saeid Asgari et al.
Bandit Learning in Matching Markets with Indifference
Fang Kong, Jingqi Tang, Mingzhu Li et al.
Multiple Identifications in Multi-Armed Bandits
Séebastian Bubeck, Tengyao Wang, Nitin Viswanathan
Almost Optimal Exploration in Multi-Armed Bandits
Zohar Karnin, Tomer Koren, Oren Somekh
Latent Bandits.
Odalric-Ambrym Maillard, Shie Mannor
Cascading Bandits: Learning to Rank in the Cascade Model
Branislav Kveton, Csaba Szepesvari, Zheng Wen et al.
Cheap Bandits
Manjesh Hanawal, Venkatesh Saligrama, Michal Valko et al.
Conservative Bandits
Yifan Wu, Roshan Shariff, Tor Lattimore et al.