Summary of Towards Reliable Alignment: Uncertainty-aware Rlhf, by Debangshu Banerjee et al.
Towards Reliable Alignment: Uncertainty-aware RLHFby Debangshu Banerjee, Aditya GopalanFirst submitted to arxiv on: 31 Oct…
Summary of Multi-fidelity Machine Learning For Uncertainty Quantification and Optimization, by Ruda Zhang and Negin Alemazkoor
Multi-fidelity Machine Learning for Uncertainty Quantification and Optimizationby Ruda Zhang, Negin AlemazkoorFirst submitted to arxiv…
Summary of Dynamic Information Sub-selection For Decision Support, by Hung-tien Huang et al.
Dynamic Information Sub-Selection for Decision Supportby Hung-Tien Huang, Maxwell Lennon, Shreyas Bhat Brahmavar, Sean Sylvia,…
Summary of Learning and Transferring Sparse Contextual Bigrams with Linear Transformers, by Yunwei Ren et al.
Learning and Transferring Sparse Contextual Bigrams with Linear Transformersby Yunwei Ren, Zixuan Wang, Jason D.…
Summary of Comal: a Convergent Meta-algorithm For Aligning Llms with General Preferences, by Yixin Liu et al.
COMAL: A Convergent Meta-Algorithm for Aligning LLMs with General Preferencesby Yixin Liu, Argyris Oikonomou, Weiqiang…
Summary of Federated Learning Under Periodic Client Participation and Heterogeneous Data: a New Communication-efficient Algorithm and Analysis, by Michael Crawshaw et al.
Federated Learning under Periodic Client Participation and Heterogeneous Data: A New Communication-Efficient Algorithm and Analysisby…
Summary of Hibo: Hierarchical Bayesian Optimization Via Adaptive Search Space Partitioning, by Wenxuan Li et al.
HiBO: Hierarchical Bayesian Optimization via Adaptive Search Space Partitioningby Wenxuan Li, Taiyi Wang, Eiko YonekiFirst…
Summary of Dual-optimized Adaptive Graph Reconstruction For Multi-view Graph Clustering, by Zichen Wen et al.
Dual-Optimized Adaptive Graph Reconstruction for Multi-View Graph Clusteringby Zichen Wen, Tianyi Wu, Yazhou Ren, Yawen…
Summary of Planning and Learning in Risk-aware Restless Multi-arm Bandit Problem, by Nima Akbarzadeh et al.
Planning and Learning in Risk-Aware Restless Multi-Arm Bandit Problemby Nima Akbarzadeh, Erick Delage, Yossiri AdulyasakFirst…
Summary of Malora: Mixture Of Asymmetric Low-rank Adaptation For Enhanced Multi-task Learning, by Xujia Wang et al.
MALoRA: Mixture of Asymmetric Low-Rank Adaptation for Enhanced Multi-Task Learningby Xujia Wang, Haiyan Zhao, Shuo…