This paper describes a knowledge representa- tion and reasoning system that performs a lim- ited but interesting class of inferences over a.
The proposed system can answer yes-no as well as wh-queries in time that is only proportional to the length of the shortest derivation of the query and is ...
This paper descnbes a knowledge representation and reasoning system that performs a limited but interesting class of inferences over a restricted class of ...
Interval type-2 neuro-fuzzy system with implication-based inference mechanism. The system uses interval type-2 fuzzy sets in premises and consequences of rules.
Lokendra Shastri, Venkat Ajjanagadde. An Optimally Efficient Limited Inference System. In AAAI. pages 563-570, 1990.
They select appropriate models for the user to meet tasks' accuracy and latency requirements so users do not need to, letting users deploy trained models ...
The time, space, and data complexity of an optimally data efficient isomorphism identification algorithm are presented.
Missing: Limited | Show results with:Limited
Apr 22, 2024 · This paper presents a comprehensive survey of the existing literature on efficient LLM inference. We start by analyzing the primary causes of the inefficient ...
This approach encourages the routing module to distribute tokens evenly among experts, promoting load balance and ultimately improving model performance and ...
We show how tools from spline interpolation coupled with optimal transport give efficient algorithms returning smooth dynamically plausible interpolations.