-
Why: LogEI looks weird, we need an explanation
Assumptions: log-normal observations
Ancient: Efficient Global Optimization of Expensive Black-Box Functions [Jones et al., 1998]: EI formula (…
-
Consider that I want to come up with an algorithm that optimizes treatment parameters for patients (eg amount & type of medication to take).
Currently if I use algorithms from skopt, I would need …
-
The following code, when compiled without optimization flags (or with `-Copt-level=0`) emits LLVM IR for an 8192-byte `alloca`, which can easily cause 100% unnecessary stack overflow errors in a r…
-
https://static.googleusercontent.com/media/research.google.com/zh-CN//pubs/archive/46180.pdf
-
In the context of da62e65e64bcd54e3d427448069f47a9b1c3b6bd, pay attention to this code:
```rust
// src/runnable.rs:515
// Allocate large futures on the heap.
let ptr = if mem::size_of::() >= 2…
-
The library currently uses [`core::hint::black_box`](https://doc.rust-lang.org/stable/core/hint/fn.black_box.html) as a fallback optimization barrier when needed for architecture support. However, its…
-
From tilii7's very nice kaggle post: https://www.kaggle.com/competitions/playground-series-s4e9/discussion/536980
1. Investigate adding LAMA's NN model to AutoGluon.
2. Investigate if hill climbin…
-
Currently Drake doesn't implement doing optimization with augmented Lagrangian method. We think this method can be very helpful for constrained optimization.
The tentative plan includes supporting …
-
Hello!
I've noticed that we could run simulations in parallel if we handled the process outside the simulate() method.
It is useful to me because I need to run a log of simulations, and running t…
-
Your work is super interesting! Would it be possible to test it on standard benchmarks in black-box optimization ?
For example BBOB https://coco.gforge.inria.fr/
or LSGO (large-scale global optimi…