5 research outputs found
Quasi-Newton smoothed functional algorithms for unconstrained and constrained simulation optimization
- Author
- A Bordes
- C Kao
- FJ Vazquez-Abad
- HJ Kushner
- IF Akyildiz
- JC Spall
- JE Cohen
- JE Dennis
- K. Lakshmanan
- M Harchol-Balter
- MW Hirsch
- O Brandiere
- PJ Schweitzer
- R Pemantle
- S Andradottir
- S Bhatnagar
- S Bhatnagar
- S Bhatnagar
- S Bhatnagar
- S Bhatnagar
- S Bhatnagar
- S Bhatnagar
- Shalabh Bhatnagar
- VS Borkar
- VS Borkar
- VS Borkar
- VY Katkovnik
- X Xiao
- X Zhu
- Publication venue
- 'Springer Science and Business Media LLC'
- Publication date
- Field of study
Smoothing by Local Regression: Principles and Methods
- Author
- AB Tsybakov
- C Daniel
- C Loader
- C Loader
- C Mallows
- C Mallows
- CJ Stone
- CJ Stone
- D Brillinger
- D Donoho
- D Ruppert
- DR Cox
- E Parzen
- EA Nadaraya
- EL Forest De
- EL Forest De
- ET Whittaker
- FR Macaulay
- GS Watson
- H-G MĂĽller
- H-G MĂĽller
- J Fan
- J Fan
- J Fan
- J Fan
- J Fan
- J Shishkin
- J Spencer
- J Spencer
- J Staniswalis
- JA McDonald
- JH Friedman
- JH Friedman
- JH Friedman
- JM Hoem
- JP Gram
- M Rosenblatt
- M Rosenblatt
- M Stone
- MG Kendall
- MG Kendall
- NL Hjort
- NL Hjort
- P Hall
- P Lancaster
- P Lancaster
- P Speckman
- R Henderson
- R Henderson
- R Tibshirani
- SM Stigler
- T Gasser
- T Hastie
- TJ Hastie
- TM Stoker
- VY Katkovnik
- W Hardle
- WS Cleveland
- WS Cleveland
- WS Cleveland
- WS Cleveland
- WS Cleveland
- WS Cleveland
- WS Cleveland
- WSB Woolhouse
- Publication venue
- 'Springer Science and Business Media LLC'
- Publication date
- 01/01/1996
- Field of study
Locally weighted learning
- Author
- A Goshtasby
- A Karalic
- AB Tsybakov
- AJ Broder
- AJ Miller
- AR Solow
- AS Kozek
- AT Walden
- Atkeson
- AW Moore
- AW Moore
- AW Moore
- B Fritzke
- B Lebaron
- B Lebaron
- B Seifert
- B Townshend
- BG Batchelor
- BI Turetsky
- C Bregler
- C Loader
- C Stanfill
- C. J. Stone
- CG Atkeson
- CG Atkeson
- CG Atkeson
- CG Atkeson
- CJ Stone
- CJ Stone
- CR Pelto
- D Gorinevsky
- D Hillis
- D Kibler
- D Ruppert
- D Ruprecht
- D Ruprecht
- D Ruprecht
- D Ruprecht
- D Wettschereck
- D. Ruprecht
- DB Mcintyre
- DE Specht
- DG Lowe
- DH Mclain
- DL Medin
- DL Waltz
- DW Aha
- DW Aha
- DW Aha
- DW Aha
- DW Aha
- DW Aha
- DW Aha
- DW Aha
- DW Scott
- E Grosse
- E Sumita
- EA Nadaraya
- FR Hampel
- Friedman
- FX Diebold
- G Wolberg
- GA Seber
- GD Lodwick
- GS Watson
- H Kazmierczak
- H Kitano
- H Kitano
- H Kitano
- H Kitano
- H Samet
- H.-G. MĂĽller
- HG MĂĽller
- IK Crain
- J Fan
- J Fan
- J Fan
- J Fan
- J Fan
- J Fan
- J Fan
- J Fan
- J Fan
- J Fan
- J Fan
- J Fan
- J Fan
- J Peng
- J Rachlin
- J Racine
- J Raz
- J Tukey
- JD Farmer
- JD Farmer
- JD Farmer
- JE Dennis
- JH Friedman
- JH Friedman
- JJ More
- JK Benedetti
- JL Bentley
- JL Bentley
- JL Bentley
- JP Callan
- JS Marron
- JT Tou
- K Deng
- K Fukunaga
- K Steinbuch
- K Steinbuch
- KC Li
- KJ Falconer
- KY Goldberg
- L Bottou
- L Devroye
- L Wijnberg
- M Brockmann
- M James
- M Lejeune
- M Lejeune
- M Lejeune
- M Yasunaga
- MA Sabin
- MC Jones
- ME Connell
- MP Wand
- MP Wand
- MP Wand
- NR Draper
- NS Altman
- O Maron
- OJ Murphy
- P Deheuvels
- P Lancaster
- P Lancaster
- P Lancaster
- P. E. Cheng
- R Farwig
- R Franke
- R Meese
- R Tibshirani
- RA Mccallum
- RA Meese
- RE Bamhill
- RF Sproull
- RF Walters
- RH Myers
- RJ Renka
- RL Eubank
- RM Nosofsky
- S Blyth
- S Cost
- S Hammond
- S Schaal
- S Thorpe
- S Wess
- SM Omohundro
- SM Omohundro
- T Elliot
- T Gasser
- T Gasser
- T Gasser
- T Hastie
- T Higuchi
- T Mohri
- T Nguyen
- T Næs
- T Næs
- T Tamada
- TG Dietterich
- TJ Hastie
- TJ Hastie
- V Vapnik
- V Vapnik
- VA Epanechnikov
- VV Fedorov
- VY Katkovnik
- W Hardie
- WH Press
- WK Taylor
- WK Taylor
- WS Cleveland
- WS Cleveland
- WS Cleveland
- WS Cleveland
- WS Cleveland
- WS Cleveland
- WS Cleveland
- WS Cleveland
- WS Cleveland
- WS Cleveland
- WT Miller
- Z Ge
- Z Wang
- Z Zografski
- Z Zografski
- Z Zografski
- Publication venue
- Publication date
- 01/01/1996
- Field of study
This paper surveys locally weighted learning, a form of lazy learning and memorybased learning, and focuses on locally weighted linear regression. The survey discusses distance functions, smoothing parameters, weighting functions, local model structures, regularization of the estimates and bias, assessing predictions, handling noisy data and outliers, improving the quality of predictions by tuning t parameters, interference between old and new data, implementing locally weighted learning e ciently, and applications of locally weighted learning. A companion paper surveys how locally weighted learning can be used in robot learning and control
Sensitivity Reduction and Robustness
- Author
- [14]
- [19]
- [20]
- [24] M.J
- [28]
- [3]
- [44]
- A
- A
- A
- A Bamberger
- A Burzio
- A Dax
- A Deif
- A Feintuch
- A Ford
- A Isidori
- A Linnemann
- A Marchand
- A Marchand
- A Neumaier
- A Orbach
- A Shapiro
- A Shapiro
- A Shapiro
- A Shapiro
- A Trofino Neto
- A Trofino Neto
- A Yue
- A.GJ
- A.H
- A.I
- A.I
- A.J
- A.P
- A.T
- AA Sbaiti
- AA Siapkara
- AA Stoorvogel
- AA Vengerov
- AC Antoulas
- AF Filippov
- AF Starikov
- AG Ivakhnenko
- AG Parlos
- AGJ Macfarlane
- AH Haddad
- AH Shevelyev
- AI Kukhtenko
- AI Kukhtenko
- AI Kukhtenko
- AI Kukhtenko
- AI Petrov
- AJ Koivo
- AJ Koivo
- AJ van der Schaft
- AJ van der Schaft
- AK Tugcu
- AM Steinberg
- AM Voronin
- AN Ennachenko
- AN Madiwale
- AN Michel
- AN Voronin
- AN Voronin
- AR Daniels
- AR Daniels
- AR Gaiduk
- AR Gaiduk
- AR Gaiduk
- AR Guesalaga
- AR Hanafy
- AS Belen’kii
- AS Belen’kii
- ASI Zinober
- AT Fam
- AV Knyazev
- AV Ushakov
- AV Yudayev
- AW Bennett
- AWJ Griffin
- B
- B Bamieh
- B Krogh
- B Kurtaran
- B Pagurek
- B Sz
- B-C Chang
- B-C Chang
- B.-C
- B.A
- B.D.O
- B.R
- B.R
- BA Francis
- BA Francis
- BA Francis
- BA Ryabov
- BD Prudovskiy
- BDO Anderson
- BG Mel’nikov
- BM Chen
- BM Chen
- BM Chen
- BM Chen
- BN Chatterji
- BN Petrov
- BN Petrov
- BN Petrov
- BR Barmish
- BR Barmish
- BR Barmish
- BR Barmish
- BR Barmish
- BY Katkovnik
- C
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- C Bonivento
- C Commault
- C Foias
- C Foias
- C Foias
- C Foins
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- C Foins
- C Gori-Giogi
- C Kenney
- C Verde
- C Yaling
- C-C Chu
- C-D Yang
- C-D Yang
- C-K Chu
- C-K Lee
- C-M Chien
- C.A
- C.A
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- C.S
- C.S
- CA Winsor
- CE de Souza
- CE de Souza
- CG Cassandras
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- CH Fang
- CL Irwin
- CP Neuman
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- DR Towill
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- DW Luse
- DW Peterson
- E
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- E
- E Higginbotham
- E Kreindler
- E Kreindler
- E Kreindler
- E Kreindler
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- EP Maslov
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- F Garofalo
- F Jabbari
- F Reza
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- FH Clarke
- FH Clarke
- FW Gembicki
- G
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- G Chen
- G Deodhare
- G Fronza
- G Grubel
- G Guardabassi
- G Guardabassi
- G Hewer
- G Kreisselmeier
- G Leitmann
- G Leitmann
- G Michaletzky
- G Shi
- G Stein
- G Tadmor
- G Tadmor
- G Zames
- G Zames
- G Zhu
- GA Bekey
- GE Young
- GM Bairn
- GM Bairn
- GMH Leung
- GW Carlock
- H Chapellat
- H D’Angelo
- H Gerencser
- H Ishitani
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- H Kazerooni
- H Kimura
- H Kwakernaak
- H Ozbay
- H Ozbay
- H-H Yeh
- H-H Yeh
- H.S
- HJ Payne
- HJ Perlis
- HL Stafford
- HL Stafford
- HS Kang
- HS Kang
- HT Toivonen
- I Gumowski
- I Lasiecka
- I Rhee
- I Yaesh
- I Yaesh
- I Yaesh
- I-K Fong
- I.-J
- I.R
- IH Khalifa
- Invariance Theory
- IR Petersen
- IR Petersen
- IV Filatov
- J Bernussou
- J Kyparisis
- J Lam
- J Medanic
- J O’Reilly
- J Rootenberg
- J Rootenberg
- J Rootenberg
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- J Sokolowski
- J Sokolowski
- J Sokolowski
- J Sokolowski
- J Varah
- J Yang
- J Zowe
- J-C Shen
- J-FM Barthelemy
- J-H Xu
- J-S Young
- J-S Young
- J.C
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- J.M
- J.S
- J.W
- JA Ball
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- JB Conway
- JB Cruz
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- JB Pearson
- JC Wauer
- JD Buys
- JE Marshall
- JF Cassidy
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- JH Rillings
- JK Aggarwal
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- JM Davis
- JM Goethals
- JM Ham
- JM Ham
- JM Kelly
- JR Partington
- JS Freudenberg
- JS Shamma
- JS Shamma
- JS Shamma
- JS Thorp
- JS Tyler
- JYS Luh
- K
- K
- K Glover
- K Glover
- K Glover
- K Inoue
- K Khorasani
- K Malanowski
- K Malanowski
- K Malanowski
- K Malanowski
- K Malanowski
- K Nordstrom
- K Okada
- K Pedersen
- K Sugimoto
- K Sugimoto
- K Uchida
- K Watanabe
- K Watanabe
- K Zhou
- K Zhou
- K-I Kanatani
- K.-K. D
- K.-K. D
- K.E
- KC Cheok
- KC Park
- KC Pedersen
- KCQ Tsai
- KCQ Tsai
- KE Lenz
- KE Tait
- KL Suryanarayanan
- KS Miller
- KY Lim
- KY Lim
- KY Lim
- L
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- L He
- L Pandolfi
- L Platzman
- L Qiu
- L Xie
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- LA Shirokov
- LA Wolsey
- LH Meyer
- LM Boychuk
- LM Boychuk
- LM Boychuk
- LM Boychuk
- LP Kukhtenkov
- M
- M
- M
- M
- M
- M
- M
- M
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- M Aoki
- M Darwish
- M Eslami
- M Eslami
- M Eslami
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- M Green
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- M Hassan
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- M Midy
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- M Mrabti
- M Saif
- M Saif
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- M Vukobratovic
- M-C Tsai
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- O Berman
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- P Courtin
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- S Abu Ata-Doss El
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- The fiftieth anniversary of publishing Professor G.V
- TS Dillon
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- Publication venue
- 'Springer Science and Business Media LLC'
- Publication date
- 01/01/1994
- Field of study