Search Results for author:
Found 6 papers, 0 papers with code
Flexible Differentiable Optimization via Model Transformations
We introduce DiffOpt. jl, a Julia library to differentiate through the solution of optimization problems with respect to arbitrary parameters present in the objective and/or constraints.
TinyMLOps: Operational Challenges for Widespread Edge AI Adoption
Deploying machine learning applications on edge devices can bring clear benefits such as improved reliability, latency and privacy but it also introduces its own set of challenges.
DISAPERE: A Dataset for Discourse Structure in Peer Review Discussions
At the foundation of scientific evaluation is the labor-intensive process of peer review.
BayesAoA: A Bayesian method for Computation Efficient Angle of Arrival Estimation
The proposed method achieves $92\%$ accuracy in a channel of noise variance $10^{-6}$ with $19. 3\%$ of the brute-force method's computation.
Domain Concretization from Examples: Addressing Missing Domain Knowledge via Robust Planning
This problem is more challenging than partial observability in the sense that the agent is unaware of certain knowledge, in contrast to it being partially observable: the difference between known unknowns and unknown unknowns.
Order Matters: Generating Progressive Explanations for Planning Tasks in Human-Robot Teaming
Given this sequential process, a formulation based on goal-based MDP for generating progressive explanations is presented.
