Upgrade to Pro — share decks privately, control downloads, hide ads and more …

Linear regression with huge numbers of parameters

Sponsored · Your Podcast. Everywhere. Effortlessly. Share. Educate. Inspire. Entertain. You do you. We'll handle the rest. →
Avatar for David W Hogg David W Hogg
October 29, 2020
Science
0
880

Linear regression with huge numbers of parameters

A lunch-time talk given at Flatiron CCA. I describe under-parameterized and over-parameterized models, and how regularization can improve linear regression. Based on joint work with Soledad Villar (JHU) and Teresa Huang (JHU).

Avatar for David W Hogg

David W Hogg

October 29, 2020
Tweet

More Decks by David W Hogg

See All by David W Hogg
The likelihood function and its discontents
Avatar for David W Hogg dwhgg
0
1.1k
self-calibration
Avatar for David W Hogg dwhgg
0
430
Causal structure and machine learning (in astronomy)
Avatar for David W Hogg dwhgg
1
480
Machine Learning Tools for Research in Astronomy - summary & discussion
Avatar for David W Hogg dwhgg
2
350
TerraHunting: possible high-level goals
Avatar for David W Hogg dwhgg
0
120
How do we find planets around other stars?
Avatar for David W Hogg dwhgg
0
260
2019 SB Gaia Sprint wrap-up
Avatar for David W Hogg dwhgg
0
720
2019_SB_Gaia_Sprint_pitch_slides.pdf
Avatar for David W Hogg dwhgg
0
410
Telluric Line Hack Week Wrap-Up
Avatar for David W Hogg dwhgg
1
690

Other Decks in Science

See All in Science
データマイニング - グラフ埋め込み入門
Avatar for Y. Yamamoto trycycle
PRO
1
160
凸最適化からDC最適化まで
Avatar for ざきまつ santana_hammer
1
350
AIによる科学の加速： 各領域での革新と共創の未来
Avatar for Masaya Mori (森正弥) / CAIO (Chief AI Officer) masayamoriofficial
0
410
KH Coderチュートリアル（スライド版）
Avatar for HIGUCHI Koichi koichih
1
58k
データマイニング - グラフ構造の諸指標
Avatar for Y. Yamamoto trycycle
PRO
0
260
【RSJ2025】PAMIQ Core: リアルタイム継続学習のための⾮同期推論・学習フレームワーク
Avatar for Geson Anko gesonanko
0
640
HajimetenoLT vol.17
Avatar for hashimoto-kei hashimoto_kei
1
170
My Little Monster
Avatar for Juzi juzishuu
0
560
機械学習 - K-means & 階層的クラスタリング
Avatar for Y. Yamamoto trycycle
PRO
0
1.2k
baseballrによるMLBデータの抽出と階層ベイズモデルによる打率の推定 / TokyoR118
Avatar for 森下光之助 dropout009
2
810
会社でMLモデルを作るとは @電気通信大学 データアントレプレナーフェロープログラム
Avatar for yuto16 yuto16
1
530
20251212_LT忘年会_データサイエンス枠_新川.pdf
Avatar for shinpsan shinpsan
0
230

Featured

See All Featured
Game over? The fight for quality and originality in the time of robots
Avatar for Wayne Barker wayneb77
1
120
How Software Deployment tools have changed in the past 20 years
Avatar for Geshan Manandhar geshan
0
32k
Google's AI Overviews - The New Search
Avatar for Barry Adams badams
0
910
Side Projects
Avatar for Sacha Greif sachag
455
43k
Un-Boring Meetings
Avatar for Sebastian Deterding codingconduct
0
200
The Power of CSS Pseudo Elements
Avatar for Geoffrey Crofte geoffreycrofte
80
6.2k
Docker and Python
Avatar for Tania Allard trallard
47
3.7k
Six Lessons from altMBA
Avatar for Skipper Chong Warson skipperchong
29
4.2k
Agile that works and the tools we love
Avatar for Rasmus Luckow-Nielsen rasmusluckow
331
21k
Why Your Marketing Sucks and What You Can Do About It - Sophie Logan
Avatar for Sophie Logan marketingsoph
0
77
[Rails World 2023 - Day 1 Closing Keynote] - The Magic of Rails
Avatar for Eileen M. Uchitelle eileencodes
38
2.7k
Collaborative Software Design: How to facilitate domain modelling decisions
Avatar for Kenny Baas-Schwegler baasie
0
140

Transcript

  1. None
  2. None
  3. None
  4. None
  5. None
  6. None