Summary of Probabilistic Consensus Through Ensemble Validation: a Framework For Llm Reliability, by Ninad Naik
Probabilistic Consensus through Ensemble Validation: A Framework for LLM Reliabilityby Ninad NaikFirst submitted to arxiv…
Summary of Meta-learning Objectives For Preference Optimization, by Carlo Alfano et al.
Meta-Learning Objectives for Preference Optimizationby Carlo Alfano, Silvia Sapora, Jakob Nicolaus Foerster, Patrick Rebeschini, Yee…
Summary of Fitting Multiple Machine Learning Models with Performance Based Clustering, by Mehmet Efe Lorasdagi and Ahmet Berker Koc and Ali Taha Koc and Suleyman Serdar Kozat
Fitting Multiple Machine Learning Models with Performance Based Clusteringby Mehmet Efe Lorasdagi, Ahmet Berker Koc,…
Summary of An Energy-based Self-adaptive Learning Rate For Stochastic Gradient Descent: Enhancing Unconstrained Optimization with Vav Method, by Jiahao Zhang et al.
An Energy-Based Self-Adaptive Learning Rate for Stochastic Gradient Descent: Enhancing Unconstrained Optimization with VAV methodby…
Summary of Discovering Emergent Connections in Quantum Physics Research Via Dynamic Word Embeddings, by Felix Frohnert et al.
Discovering emergent connections in quantum physics research via dynamic word embeddingsby Felix Frohnert, Xuemei Gu,…
Summary of Federated Llms Fine-tuned with Adaptive Importance-aware Lora, by Yang Su et al.
Federated LLMs Fine-tuned with Adaptive Importance-Aware LoRAby Yang Su, Na Yan, Yansha DengFirst submitted to…
Summary of Critical: Critic Automation with Language Models, by Michael Y. Li et al.
CriticAL: Critic Automation with Language Modelsby Michael Y. Li, Vivek Vajipey, Noah D. Goodman, Emily…
Summary of Molminer: Transformer Architecture For Fragment-based Autoregressive Generation Of Molecular Stories, by Raul Ortega Ochoa et al.
MolMiner: Transformer architecture for fragment-based autoregressive generation of molecular storiesby Raul Ortega Ochoa, Tejs Vegge,…
Summary of Offlight: An Offline Multi-agent Reinforcement Learning Framework For Traffic Signal Control, by Rohit Bokade et al.
OffLight: An Offline Multi-Agent Reinforcement Learning Framework for Traffic Signal Controlby Rohit Bokade, Xiaoning JinFirst…
Summary of Vtune: Verifiable Fine-tuning For Llms Through Backdooring, by Eva Zhang et al.
vTune: Verifiable Fine-Tuning for LLMs Through Backdooringby Eva Zhang, Arka Pal, Akilesh Potti, Micah GoldblumFirst…