Summary of Sail: Self-improving Efficient Online Alignment Of Large Language Models, by Mucong Ding et al.
SAIL: Self-Improving Efficient Online Alignment of Large Language Modelsby Mucong Ding, Souradip Chakraborty, Vibhu Agrawal,…
Summary of Dem: Distribution Edited Model For Training with Mixed Data Distributions, by Dhananjay Ram et al.
DEM: Distribution Edited Model for Training with Mixed Data Distributionsby Dhananjay Ram, Aditya Rawal, Momchil…
Summary of Pareto-optimal Learning From Preferences with Hidden Context, by Ryan Bahlous-boldi et al.
Pareto-Optimal Learning from Preferences with Hidden Contextby Ryan Bahlous-Boldi, Li Ding, Lee Spector, Scott NiekumFirst…
Summary of Sketch-gnn: Scalable Graph Neural Networks with Sublinear Training Complexity, by Mucong Ding et al.
Sketch-GNN: Scalable Graph Neural Networks with Sublinear Training Complexityby Mucong Ding, Tahseen Rabbani, Bang An,…
Summary of Catastrophic-risk-aware Reinforcement Learning with Extreme-value-theory-based Policy Gradients, by Parisa Davar et al.
Catastrophic-risk-aware reinforcement learning with extreme-value-theory-based policy gradientsby Parisa Davar, Frédéric Godin, Jose GarridoFirst submitted to…
Summary of Mountaineer: Topology-driven Visual Analytics For Comparing Local Explanations, by Parikshit Solunke et al.
MOUNTAINEER: Topology-Driven Visual Analytics for Comparing Local Explanationsby Parikshit Solunke, Vitoria Guardieiro, Joao Rulff, Peter…
Summary of Brownne: Brownian Nonlocal Neurons & Activation Functions, by Sriram Nagaraj and Truman Hickok
BrowNNe: Brownian Nonlocal Neurons & Activation Functionsby Sriram Nagaraj, Truman HickokFirst submitted to arxiv on:…
Summary of Physics Informed Machine Learning (piml) Methods For Estimating the Remaining Useful Lifetime (rul) Of Aircraft Engines, by Sriram Nagaraj and Truman Hickok
Physics Informed Machine Learning (PIML) methods for estimating the remaining useful lifetime (RUL) of aircraft…
Summary of Shortcomings Of Llms For Low-resource Translation: Retrieval and Understanding Are Both the Problem, by Sara Court and Micha Elsner
Shortcomings of LLMs for Low-Resource Translation: Retrieval and Understanding are Both the Problemby Sara Court,…
Summary of Datafreeshield: Defending Adversarial Attacks Without Training Data, by Hyeyoon Lee et al.
DataFreeShield: Defending Adversarial Attacks without Training Databy Hyeyoon Lee, Kanghyun Choi, Dain Kwon, Sunjong Park,…